OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

amazon-commerce-reviews

active ARFF Publicly available Visibility: public Uploaded 21-05-2015 by Rafael Gomes Mantovani
2 likes downloaded by 49 people , 89 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

Author: Zhi Liu Source: UCI Please cite: Dataset creator and donator: Zhi Liu, e-mail: liuzhi8673 '@' gmail.com, institution: National Engineering Research Center for E-Learning, Hubei Wuhan, China Data Set Information: dataset are derived from the customers reviews in Amazon Commerce Website for authorship identification. Most previous studies conducted the identification experiments for two to ten authors. But in the online context, reviews to be identified usually have more potential authors, and normally classification algorithms are not adapted to large number of target classes. To examine the robustness of classification algorithms, we identified 50 of the most active users (represented by a unique ID and username) who frequently posted reviews in these newsgroups. The number of reviews we collected for each author is 30. Attribute Information: attribution includes authors' linguistic style such as usage of digit, punctuation, words and sentences' length and usage frequency of words and so on

10001 features

Class (target)	nominal	50 unique values 0 missing
V1	numeric	32 unique values 0 missing
V257	numeric	5 unique values 0 missing
V513	numeric	4 unique values 0 missing
V769	numeric	5 unique values 0 missing
V1025	numeric	4 unique values 0 missing
V1281	numeric	3 unique values 0 missing
V1537	numeric	4 unique values 0 missing
V1793	numeric	5 unique values 0 missing
V2049	numeric	3 unique values 0 missing
V2305	numeric	4 unique values 0 missing
V2561	numeric	3 unique values 0 missing
V2817	numeric	3 unique values 0 missing
V3073	numeric	2 unique values 0 missing
V3329	numeric	3 unique values 0 missing
V3585	numeric	4 unique values 0 missing
V3841	numeric	3 unique values 0 missing
V4097	numeric	3 unique values 0 missing
V4353	numeric	3 unique values 0 missing
V4609	numeric	3 unique values 0 missing
V4865	numeric	2 unique values 0 missing
V5121	numeric	2 unique values 0 missing
V5377	numeric	3 unique values 0 missing
V5633	numeric	2 unique values 0 missing
V5889	numeric	2 unique values 0 missing
V6145	numeric	2 unique values 0 missing
V6401	numeric	3 unique values 0 missing
V6657	numeric	19 unique values 0 missing
V6913	numeric	15 unique values 0 missing
V7169	numeric	13 unique values 0 missing
V7425	numeric	13 unique values 0 missing
V7681	numeric	6 unique values 0 missing
V7937	numeric	8 unique values 0 missing
V8193	numeric	8 unique values 0 missing
V8449	numeric	8 unique values 0 missing
V8705	numeric	7 unique values 0 missing
V8961	numeric	7 unique values 0 missing
V9217	numeric	5 unique values 0 missing
V9473	numeric	7 unique values 0 missing
V9729	numeric	6 unique values 0 missing
V9985	numeric	9 unique values 0 missing
V2	numeric	22 unique values 0 missing
V258	numeric	4 unique values 0 missing
V514	numeric	5 unique values 0 missing
V770	numeric	3 unique values 0 missing
V1026	numeric	3 unique values 0 missing
V1282	numeric	3 unique values 0 missing
V1538	numeric	3 unique values 0 missing
V1794	numeric	3 unique values 0 missing
V2050	numeric	3 unique values 0 missing
V2306	numeric	2 unique values 0 missing
V2562	numeric	2 unique values 0 missing
V2818	numeric	4 unique values 0 missing
V3074	numeric	2 unique values 0 missing
V3330	numeric	3 unique values 0 missing
V3586	numeric	4 unique values 0 missing
V3842	numeric	3 unique values 0 missing
V4098	numeric	3 unique values 0 missing
V4354	numeric	3 unique values 0 missing
V4610	numeric	2 unique values 0 missing
V4866	numeric	3 unique values 0 missing
V5122	numeric	4 unique values 0 missing
V5378	numeric	2 unique values 0 missing
V5634	numeric	2 unique values 0 missing
V5890	numeric	2 unique values 0 missing
V6146	numeric	3 unique values 0 missing
V6402	numeric	2 unique values 0 missing
V6658	numeric	21 unique values 0 missing
V6914	numeric	12 unique values 0 missing
V7170	numeric	9 unique values 0 missing
V7426	numeric	8 unique values 0 missing
V7682	numeric	7 unique values 0 missing
V7938	numeric	8 unique values 0 missing
V8194	numeric	7 unique values 0 missing
V8450	numeric	5 unique values 0 missing
V8706	numeric	5 unique values 0 missing
V8962	numeric	8 unique values 0 missing
V9218	numeric	5 unique values 0 missing
V9474	numeric	5 unique values 0 missing
V9730	numeric	7 unique values 0 missing
V9986	numeric	6 unique values 0 missing
V3	numeric	21 unique values 0 missing
V259	numeric	7 unique values 0 missing
V515	numeric	4 unique values 0 missing
V771	numeric	3 unique values 0 missing
V1027	numeric	4 unique values 0 missing
V1283	numeric	2 unique values 0 missing
V1539	numeric	5 unique values 0 missing
V1795	numeric	5 unique values 0 missing
V2051	numeric	4 unique values 0 missing
V2307	numeric	3 unique values 0 missing
V2563	numeric	3 unique values 0 missing
V2819	numeric	2 unique values 0 missing
V3075	numeric	2 unique values 0 missing
V3331	numeric	3 unique values 0 missing
V3587	numeric	4 unique values 0 missing
V3843	numeric	3 unique values 0 missing
V4099	numeric	3 unique values 0 missing
V4355	numeric	4 unique values 0 missing
V4611	numeric	5 unique values 0 missing
V4867	numeric	2 unique values 0 missing
V5123	numeric	3 unique values 0 missing
V5379	numeric	2 unique values 0 missing
V5635	numeric	2 unique values 0 missing
V5891	numeric	2 unique values 0 missing
V6147	numeric	2 unique values 0 missing
V6403	numeric	3 unique values 0 missing
V6659	numeric	20 unique values 0 missing
V6915	numeric	14 unique values 0 missing
V7171	numeric	18 unique values 0 missing
V7427	numeric	9 unique values 0 missing
V7683	numeric	5 unique values 0 missing
V7939	numeric	6 unique values 0 missing
V8195	numeric	6 unique values 0 missing
V8451	numeric	7 unique values 0 missing
V8707	numeric	13 unique values 0 missing
V8963	numeric	6 unique values 0 missing
V9219	numeric	8 unique values 0 missing
V9475	numeric	4 unique values 0 missing
V9731	numeric	6 unique values 0 missing
V9987	numeric	6 unique values 0 missing
V4	numeric	24 unique values 0 missing
V260	numeric	4 unique values 0 missing
V516	numeric	5 unique values 0 missing
V772	numeric	4 unique values 0 missing
V1028	numeric	2 unique values 0 missing
V1284	numeric	4 unique values 0 missing
V1540	numeric	3 unique values 0 missing
V1796	numeric	3 unique values 0 missing
V2052	numeric	4 unique values 0 missing
V2308	numeric	2 unique values 0 missing
V2564	numeric	2 unique values 0 missing
V2820	numeric	3 unique values 0 missing
V3076	numeric	3 unique values 0 missing
V3332	numeric	3 unique values 0 missing
V3588	numeric	5 unique values 0 missing
V3844	numeric	4 unique values 0 missing
V4100	numeric	2 unique values 0 missing
V4356	numeric	3 unique values 0 missing
V4612	numeric	2 unique values 0 missing
V4868	numeric	2 unique values 0 missing
V5124	numeric	3 unique values 0 missing
V5380	numeric	2 unique values 0 missing
V5636	numeric	2 unique values 0 missing
V5892	numeric	2 unique values 0 missing
V6148	numeric	2 unique values 0 missing
V6404	numeric	3 unique values 0 missing
V6660	numeric	23 unique values 0 missing
V6916	numeric	11 unique values 0 missing
V7172	numeric	8 unique values 0 missing
V7428	numeric	6 unique values 0 missing
V7684	numeric	7 unique values 0 missing
V7940	numeric	5 unique values 0 missing
V8196	numeric	8 unique values 0 missing
V8452	numeric	9 unique values 0 missing
V8708	numeric	8 unique values 0 missing
V8964	numeric	8 unique values 0 missing
V9220	numeric	6 unique values 0 missing
V9476	numeric	8 unique values 0 missing
V9732	numeric	8 unique values 0 missing
V9988	numeric	5 unique values 0 missing
V5	numeric	22 unique values 0 missing
V261	numeric	4 unique values 0 missing
V517	numeric	6 unique values 0 missing
V773	numeric	3 unique values 0 missing
V1029	numeric	4 unique values 0 missing
V1285	numeric	3 unique values 0 missing
V1541	numeric	3 unique values 0 missing
V1797	numeric	2 unique values 0 missing
V2053	numeric	4 unique values 0 missing
V2309	numeric	2 unique values 0 missing
V2565	numeric	3 unique values 0 missing
V2821	numeric	2 unique values 0 missing
V3077	numeric	2 unique values 0 missing
V3333	numeric	2 unique values 0 missing
V3589	numeric	5 unique values 0 missing
V3845	numeric	3 unique values 0 missing
V4101	numeric	3 unique values 0 missing
V4357	numeric	3 unique values 0 missing
V4613	numeric	4 unique values 0 missing
V4869	numeric	3 unique values 0 missing
V5125	numeric	4 unique values 0 missing
V5381	numeric	3 unique values 0 missing
V5637	numeric	2 unique values 0 missing
V5893	numeric	2 unique values 0 missing
V6149	numeric	2 unique values 0 missing
V6405	numeric	2 unique values 0 missing
V6661	numeric	22 unique values 0 missing
V6917	numeric	13 unique values 0 missing
V7173	numeric	8 unique values 0 missing
V7429	numeric	8 unique values 0 missing
V7685	numeric	10 unique values 0 missing
V7941	numeric	5 unique values 0 missing
V8197	numeric	5 unique values 0 missing
V8453	numeric	5 unique values 0 missing
V8709	numeric	6 unique values 0 missing
V8965	numeric	5 unique values 0 missing
V9221	numeric	6 unique values 0 missing
V9477	numeric	6 unique values 0 missing
V9733	numeric	8 unique values 0 missing
V9989	numeric	7 unique values 0 missing
V6	numeric	16 unique values 0 missing
V262	numeric	4 unique values 0 missing
V518	numeric	5 unique values 0 missing
V774	numeric	7 unique values 0 missing
V1030	numeric	5 unique values 0 missing
V1286	numeric	3 unique values 0 missing
V1542	numeric	5 unique values 0 missing
V1798	numeric	3 unique values 0 missing
V2054	numeric	4 unique values 0 missing
V2310	numeric	3 unique values 0 missing
V2566	numeric	4 unique values 0 missing
V2822	numeric	3 unique values 0 missing
V3078	numeric	3 unique values 0 missing
V3334	numeric	3 unique values 0 missing
V3590	numeric	5 unique values 0 missing
V3846	numeric	3 unique values 0 missing
V4102	numeric	5 unique values 0 missing
V4358	numeric	3 unique values 0 missing
V4614	numeric	3 unique values 0 missing
V4870	numeric	3 unique values 0 missing
V5126	numeric	2 unique values 0 missing
V5382	numeric	3 unique values 0 missing
V5638	numeric	3 unique values 0 missing
V5894	numeric	2 unique values 0 missing
V6150	numeric	2 unique values 0 missing
V6406	numeric	2 unique values 0 missing
V6662	numeric	20 unique values 0 missing
V6918	numeric	16 unique values 0 missing
V7174	numeric	8 unique values 0 missing
V7430	numeric	9 unique values 0 missing
V7686	numeric	10 unique values 0 missing
V7942	numeric	6 unique values 0 missing
V8198	numeric	6 unique values 0 missing
V8454	numeric	7 unique values 0 missing
V8710	numeric	6 unique values 0 missing
V8966	numeric	6 unique values 0 missing
V9222	numeric	7 unique values 0 missing
V9478	numeric	8 unique values 0 missing
V9734	numeric	5 unique values 0 missing
V9990	numeric	5 unique values 0 missing
V7	numeric	22 unique values 0 missing
V263	numeric	4 unique values 0 missing
V519	numeric	6 unique values 0 missing
V775	numeric	3 unique values 0 missing
V1031	numeric	4 unique values 0 missing
V1287	numeric	2 unique values 0 missing
V1543	numeric	3 unique values 0 missing
V1799	numeric	6 unique values 0 missing
V2055	numeric	3 unique values 0 missing
V2311	numeric	3 unique values 0 missing
V2567	numeric	2 unique values 0 missing
V2823	numeric	4 unique values 0 missing
V3079	numeric	3 unique values 0 missing
V3335	numeric	3 unique values 0 missing
V3591	numeric	4 unique values 0 missing
V3847	numeric	3 unique values 0 missing
V4103	numeric	3 unique values 0 missing
V4359	numeric	3 unique values 0 missing
V4615	numeric	2 unique values 0 missing
V4871	numeric	3 unique values 0 missing
V5127	numeric	2 unique values 0 missing
V5383	numeric	2 unique values 0 missing
V5639	numeric	2 unique values 0 missing
V5895	numeric	2 unique values 0 missing
V6151	numeric	3 unique values 0 missing
V6407	numeric	2 unique values 0 missing
V6663	numeric	19 unique values 0 missing
V6919	numeric	14 unique values 0 missing
V7175	numeric	14 unique values 0 missing
V7431	numeric	7 unique values 0 missing
V7687	numeric	8 unique values 0 missing
V7943	numeric	8 unique values 0 missing
V8199	numeric	6 unique values 0 missing
V8455	numeric	10 unique values 0 missing
V8711	numeric	5 unique values 0 missing
V8967	numeric	6 unique values 0 missing
V9223	numeric	6 unique values 0 missing
V9479	numeric	5 unique values 0 missing
V9735	numeric	4 unique values 0 missing
V9991	numeric	5 unique values 0 missing
V8	numeric	16 unique values 0 missing
V264	numeric	6 unique values 0 missing
V520	numeric	4 unique values 0 missing
V776	numeric	3 unique values 0 missing
V1032	numeric	3 unique values 0 missing
V1288	numeric	5 unique values 0 missing
V1544	numeric	4 unique values 0 missing
V1800	numeric	2 unique values 0 missing
V2056	numeric	3 unique values 0 missing
V2312	numeric	4 unique values 0 missing
V2568	numeric	3 unique values 0 missing
V2824	numeric	3 unique values 0 missing
V3080	numeric	2 unique values 0 missing
V3336	numeric	3 unique values 0 missing
V3592	numeric	5 unique values 0 missing
V3848	numeric	3 unique values 0 missing
V4104	numeric	3 unique values 0 missing
V4360	numeric	3 unique values 0 missing
V4616	numeric	2 unique values 0 missing
V4872	numeric	2 unique values 0 missing
V5128	numeric	2 unique values 0 missing
V5384	numeric	2 unique values 0 missing
V5640	numeric	2 unique values 0 missing
V5896	numeric	2 unique values 0 missing
V6152	numeric	4 unique values 0 missing
V6408	numeric	2 unique values 0 missing
V6664	numeric	21 unique values 0 missing
V6920	numeric	10 unique values 0 missing
V7176	numeric	8 unique values 0 missing
V7432	numeric	10 unique values 0 missing
V7688	numeric	5 unique values 0 missing
V7944	numeric	8 unique values 0 missing
V8200	numeric	6 unique values 0 missing
V8456	numeric	7 unique values 0 missing
V8712	numeric	6 unique values 0 missing
V8968	numeric	5 unique values 0 missing
V9224	numeric	9 unique values 0 missing
V9480	numeric	4 unique values 0 missing
V9736	numeric	4 unique values 0 missing
V9992	numeric	7 unique values 0 missing
V9	numeric	14 unique values 0 missing
V265	numeric	6 unique values 0 missing
V521	numeric	4 unique values 0 missing
V777	numeric	4 unique values 0 missing
V1033	numeric	5 unique values 0 missing
V1289	numeric	3 unique values 0 missing
V1545	numeric	4 unique values 0 missing
V1801	numeric	2 unique values 0 missing
V2057	numeric	3 unique values 0 missing
V2313	numeric	3 unique values 0 missing
V2569	numeric	3 unique values 0 missing
V2825	numeric	2 unique values 0 missing
V3081	numeric	2 unique values 0 missing
V3337	numeric	2 unique values 0 missing
V3593	numeric	5 unique values 0 missing
V3849	numeric	3 unique values 0 missing
V4105	numeric	4 unique values 0 missing
V4361	numeric	2 unique values 0 missing
V4617	numeric	2 unique values 0 missing
V4873	numeric	2 unique values 0 missing
V5129	numeric	3 unique values 0 missing
V5385	numeric	3 unique values 0 missing
V5641	numeric	3 unique values 0 missing
V5897	numeric	2 unique values 0 missing
V6153	numeric	3 unique values 0 missing
V6409	numeric	2 unique values 0 missing
V6665	numeric	21 unique values 0 missing
V6921	numeric	16 unique values 0 missing
V7177	numeric	10 unique values 0 missing
V7433	numeric	9 unique values 0 missing
V7689	numeric	9 unique values 0 missing
V7945	numeric	7 unique values 0 missing
V8201	numeric	6 unique values 0 missing
V8457	numeric	8 unique values 0 missing
V8713	numeric	9 unique values 0 missing
V8969	numeric	5 unique values 0 missing
V9225	numeric	5 unique values 0 missing
V9481	numeric	6 unique values 0 missing
V9737	numeric	6 unique values 0 missing
V9993	numeric	5 unique values 0 missing
V10	numeric	19 unique values 0 missing
V266	numeric	4 unique values 0 missing
V522	numeric	4 unique values 0 missing
V778	numeric	4 unique values 0 missing
V1034	numeric	3 unique values 0 missing
V1290	numeric	5 unique values 0 missing
V1546	numeric	5 unique values 0 missing
V1802	numeric	3 unique values 0 missing
V2058	numeric	4 unique values 0 missing
V2314	numeric	2 unique values 0 missing
V2570	numeric	2 unique values 0 missing
V2826	numeric	4 unique values 0 missing
V3082	numeric	3 unique values 0 missing
V3338	numeric	2 unique values 0 missing
V3594	numeric	6 unique values 0 missing
V3850	numeric	2 unique values 0 missing
V4106	numeric	3 unique values 0 missing
V4362	numeric	2 unique values 0 missing
V4618	numeric	2 unique values 0 missing
V4874	numeric	2 unique values 0 missing
V5130	numeric	2 unique values 0 missing
V5386	numeric	3 unique values 0 missing
V5642	numeric	3 unique values 0 missing
V5898	numeric	2 unique values 0 missing
V6154	numeric	3 unique values 0 missing
V6410	numeric	2 unique values 0 missing
V6666	numeric	16 unique values 0 missing
V6922	numeric	13 unique values 0 missing
V7178	numeric	9 unique values 0 missing
V7434	numeric	7 unique values 0 missing
V7690	numeric	9 unique values 0 missing
V7946	numeric	8 unique values 0 missing
V8202	numeric	7 unique values 0 missing
V8458	numeric	6 unique values 0 missing
V8714	numeric	9 unique values 0 missing
V8970	numeric	5 unique values 0 missing
V9226	numeric	4 unique values 0 missing
V9482	numeric	6 unique values 0 missing
V9738	numeric	6 unique values 0 missing
V9994	numeric	9 unique values 0 missing
V11	numeric	12 unique values 0 missing
V267	numeric	5 unique values 0 missing
V523	numeric	4 unique values 0 missing
V779	numeric	3 unique values 0 missing
V1035	numeric	4 unique values 0 missing
V1291	numeric	5 unique values 0 missing
V1547	numeric	5 unique values 0 missing
V1803	numeric	3 unique values 0 missing
V2059	numeric	4 unique values 0 missing
V2315	numeric	3 unique values 0 missing
V2571	numeric	3 unique values 0 missing
V2827	numeric	2 unique values 0 missing
V3083	numeric	2 unique values 0 missing
V3339	numeric	3 unique values 0 missing
V3595	numeric	6 unique values 0 missing
V3851	numeric	4 unique values 0 missing
V4107	numeric	3 unique values 0 missing
V4363	numeric	3 unique values 0 missing
V4619	numeric	3 unique values 0 missing
V4875	numeric	2 unique values 0 missing
V5131	numeric	3 unique values 0 missing
V5387	numeric	3 unique values 0 missing
V5643	numeric	2 unique values 0 missing
V5899	numeric	2 unique values 0 missing
V6155	numeric	3 unique values 0 missing
V6411	numeric	2 unique values 0 missing
V6667	numeric	18 unique values 0 missing
V6923	numeric	13 unique values 0 missing
V7179	numeric	10 unique values 0 missing
V7435	numeric	10 unique values 0 missing
V7691	numeric	6 unique values 0 missing
V7947	numeric	9 unique values 0 missing
V8203	numeric	5 unique values 0 missing
V8459	numeric	7 unique values 0 missing
V8715	numeric	5 unique values 0 missing
V8971	numeric	6 unique values 0 missing
V9227	numeric	7 unique values 0 missing
V9483	numeric	8 unique values 0 missing
V9739	numeric	7 unique values 0 missing
V9995	numeric	6 unique values 0 missing
V12	numeric	12 unique values 0 missing
V268	numeric	8 unique values 0 missing
V524	numeric	3 unique values 0 missing
V780	numeric	3 unique values 0 missing
V1036	numeric	3 unique values 0 missing
V1292	numeric	4 unique values 0 missing
V1548	numeric	4 unique values 0 missing
V1804	numeric	3 unique values 0 missing
V2060	numeric	3 unique values 0 missing
V2316	numeric	4 unique values 0 missing
V2572	numeric	3 unique values 0 missing
V2828	numeric	2 unique values 0 missing
V3084	numeric	2 unique values 0 missing
V3340	numeric	2 unique values 0 missing
V3596	numeric	4 unique values 0 missing
V3852	numeric	3 unique values 0 missing
V4108	numeric	2 unique values 0 missing
V4364	numeric	2 unique values 0 missing
V4620	numeric	3 unique values 0 missing
V4876	numeric	3 unique values 0 missing
V5132	numeric	3 unique values 0 missing
V5388	numeric	2 unique values 0 missing
V5644	numeric	2 unique values 0 missing
V5900	numeric	2 unique values 0 missing
V6156	numeric	2 unique values 0 missing
V6412	numeric	3 unique values 0 missing
V6668	numeric	19 unique values 0 missing
V6924	numeric	12 unique values 0 missing
V7180	numeric	14 unique values 0 missing
V7436	numeric	8 unique values 0 missing
V7692	numeric	8 unique values 0 missing
V7948	numeric	9 unique values 0 missing
V8204	numeric	5 unique values 0 missing
V8460	numeric	10 unique values 0 missing
V8716	numeric	6 unique values 0 missing
V8972	numeric	7 unique values 0 missing
V9228	numeric	7 unique values 0 missing
V9484	numeric	5 unique values 0 missing
V9740	numeric	5 unique values 0 missing
V9996	numeric	5 unique values 0 missing
V13	numeric	13 unique values 0 missing
V269	numeric	5 unique values 0 missing
V525	numeric	5 unique values 0 missing
V781	numeric	8 unique values 0 missing
V1037	numeric	4 unique values 0 missing
V1293	numeric	5 unique values 0 missing
V1549	numeric	5 unique values 0 missing
V1805	numeric	2 unique values 0 missing
V2061	numeric	3 unique values 0 missing
V2317	numeric	2 unique values 0 missing
V2573	numeric	4 unique values 0 missing
V2829	numeric	4 unique values 0 missing
V3085	numeric	2 unique values 0 missing
V3341	numeric	2 unique values 0 missing
V3597	numeric	5 unique values 0 missing
V3853	numeric	4 unique values 0 missing
V4109	numeric	3 unique values 0 missing
V4365	numeric	2 unique values 0 missing
V4621	numeric	4 unique values 0 missing
V4877	numeric	2 unique values 0 missing
V5133	numeric	2 unique values 0 missing
V5389	numeric	2 unique values 0 missing
V5645	numeric	3 unique values 0 missing
V5901	numeric	2 unique values 0 missing
V6157	numeric	2 unique values 0 missing
V6413	numeric	2 unique values 0 missing
V6669	numeric	16 unique values 0 missing
V6925	numeric	13 unique values 0 missing
V7181	numeric	13 unique values 0 missing
V7437	numeric	9 unique values 0 missing
V7693	numeric	12 unique values 0 missing
V7949	numeric	6 unique values 0 missing
V8205	numeric	10 unique values 0 missing
V8461	numeric	6 unique values 0 missing
V8717	numeric	5 unique values 0 missing
V8973	numeric	7 unique values 0 missing
V9229	numeric	6 unique values 0 missing
V9485	numeric	7 unique values 0 missing
V9741	numeric	9 unique values 0 missing
V9997	numeric	5 unique values 0 missing
V14	numeric	11 unique values 0 missing
V270	numeric	5 unique values 0 missing
V526	numeric	3 unique values 0 missing
V782	numeric	3 unique values 0 missing
V1038	numeric	4 unique values 0 missing
V1294	numeric	4 unique values 0 missing
V1550	numeric	2 unique values 0 missing
V1806	numeric	5 unique values 0 missing
V2062	numeric	3 unique values 0 missing
V2318	numeric	3 unique values 0 missing
V2574	numeric	2 unique values 0 missing
V2830	numeric	3 unique values 0 missing
V3086	numeric	2 unique values 0 missing
V3342	numeric	2 unique values 0 missing
V3598	numeric	5 unique values 0 missing
V3854	numeric	3 unique values 0 missing
V4110	numeric	2 unique values 0 missing
V4366	numeric	3 unique values 0 missing
V4622	numeric	3 unique values 0 missing
V4878	numeric	2 unique values 0 missing
V5134	numeric	4 unique values 0 missing
V5390	numeric	3 unique values 0 missing
V5646	numeric	2 unique values 0 missing
V5902	numeric	2 unique values 0 missing
V6158	numeric	2 unique values 0 missing
V6414	numeric	3 unique values 0 missing
V6670	numeric	22 unique values 0 missing
V6926	numeric	15 unique values 0 missing
V7182	numeric	7 unique values 0 missing
V7438	numeric	7 unique values 0 missing
V7694	numeric	6 unique values 0 missing
V7950	numeric	6 unique values 0 missing
V8206	numeric	9 unique values 0 missing
V8462	numeric	5 unique values 0 missing
V8718	numeric	10 unique values 0 missing
V8974	numeric	5 unique values 0 missing
V9230	numeric	5 unique values 0 missing
V9486	numeric	7 unique values 0 missing
V9742	numeric	7 unique values 0 missing
V9998	numeric	6 unique values 0 missing
V15	numeric	15 unique values 0 missing
V271	numeric	4 unique values 0 missing
V527	numeric	3 unique values 0 missing
V783	numeric	3 unique values 0 missing
V1039	numeric	5 unique values 0 missing
V1295	numeric	2 unique values 0 missing
V1551	numeric	3 unique values 0 missing
V1807	numeric	5 unique values 0 missing
V2063	numeric	4 unique values 0 missing
V2319	numeric	2 unique values 0 missing
V2575	numeric	3 unique values 0 missing
V2831	numeric	2 unique values 0 missing
V3087	numeric	2 unique values 0 missing
V3343	numeric	3 unique values 0 missing
V3599	numeric	5 unique values 0 missing
V3855	numeric	4 unique values 0 missing
V4111	numeric	5 unique values 0 missing
V4367	numeric	3 unique values 0 missing
V4623	numeric	3 unique values 0 missing
V4879	numeric	3 unique values 0 missing
V5135	numeric	2 unique values 0 missing
V5391	numeric	2 unique values 0 missing
V5647	numeric	3 unique values 0 missing
V5903	numeric	2 unique values 0 missing
V6159	numeric	2 unique values 0 missing
V6415	numeric	2 unique values 0 missing
V6671	numeric	17 unique values 0 missing
V6927	numeric	10 unique values 0 missing
V7183	numeric	7 unique values 0 missing
V7439	numeric	6 unique values 0 missing
V7695	numeric	6 unique values 0 missing
V7951	numeric	7 unique values 0 missing
V8207	numeric	5 unique values 0 missing
V8463	numeric	9 unique values 0 missing
V8719	numeric	7 unique values 0 missing
V8975	numeric	6 unique values 0 missing
V9231	numeric	6 unique values 0 missing
V9487	numeric	10 unique values 0 missing
V9743	numeric	5 unique values 0 missing
V9999	numeric	4 unique values 0 missing
V16	numeric	17 unique values 0 missing
V272	numeric	4 unique values 0 missing
V528	numeric	3 unique values 0 missing
V784	numeric	4 unique values 0 missing
V1040	numeric	4 unique values 0 missing
V1296	numeric	4 unique values 0 missing
V1552	numeric	3 unique values 0 missing
V1808	numeric	3 unique values 0 missing
V2064	numeric	4 unique values 0 missing
V2320	numeric	3 unique values 0 missing
V2576	numeric	2 unique values 0 missing
V2832	numeric	3 unique values 0 missing
V3088	numeric	3 unique values 0 missing
V3344	numeric	3 unique values 0 missing
V3600	numeric	4 unique values 0 missing
V3856	numeric	3 unique values 0 missing
V4112	numeric	3 unique values 0 missing
V4368	numeric	3 unique values 0 missing
V4624	numeric	2 unique values 0 missing
V4880	numeric	2 unique values 0 missing
V5136	numeric	3 unique values 0 missing
V5392	numeric	2 unique values 0 missing
V5648	numeric	2 unique values 0 missing
V5904	numeric	2 unique values 0 missing
V6160	numeric	3 unique values 0 missing
V6416	numeric	2 unique values 0 missing
V6672	numeric	21 unique values 0 missing
V6928	numeric	13 unique values 0 missing
V7184	numeric	9 unique values 0 missing
V7440	numeric	10 unique values 0 missing
V7696	numeric	7 unique values 0 missing
V7952	numeric	6 unique values 0 missing
V8208	numeric	7 unique values 0 missing
V8464	numeric	9 unique values 0 missing
V8720	numeric	7 unique values 0 missing
V8976	numeric	9 unique values 0 missing
V9232	numeric	8 unique values 0 missing
V9488	numeric	4 unique values 0 missing
V9744	numeric	5 unique values 0 missing
V10000	numeric	5 unique values 0 missing
V17	numeric	13 unique values 0 missing
V273	numeric	5 unique values 0 missing
V529	numeric	6 unique values 0 missing
V785	numeric	3 unique values 0 missing
V1041	numeric	6 unique values 0 missing
V1297	numeric	5 unique values 0 missing
V1553	numeric	5 unique values 0 missing
V1809	numeric	5 unique values 0 missing
V2065	numeric	3 unique values 0 missing
V2321	numeric	4 unique values 0 missing
V2577	numeric	3 unique values 0 missing
V2833	numeric	2 unique values 0 missing
V3089	numeric	2 unique values 0 missing
V3345	numeric	2 unique values 0 missing
V3601	numeric	5 unique values 0 missing
V3857	numeric	3 unique values 0 missing
V4113	numeric	4 unique values 0 missing
V4369	numeric	2 unique values 0 missing
V4625	numeric	2 unique values 0 missing
V4881	numeric	2 unique values 0 missing
V5137	numeric	3 unique values 0 missing
V5393	numeric	2 unique values 0 missing
V5649	numeric	2 unique values 0 missing
V5905	numeric	2 unique values 0 missing
V6161	numeric	2 unique values 0 missing
V6417	numeric	2 unique values 0 missing
V6673	numeric	18 unique values 0 missing
V6929	numeric	14 unique values 0 missing
V7185	numeric	8 unique values 0 missing
V7441	numeric	8 unique values 0 missing
V7697	numeric	5 unique values 0 missing
V7953	numeric	5 unique values 0 missing
V8209	numeric	6 unique values 0 missing
V8465	numeric	7 unique values 0 missing
V8721	numeric	9 unique values 0 missing
V8977	numeric	10 unique values 0 missing
V9233	numeric	6 unique values 0 missing
V9489	numeric	7 unique values 0 missing
V9745	numeric	4 unique values 0 missing
V18	numeric	12 unique values 0 missing
V274	numeric	5 unique values 0 missing
V530	numeric	3 unique values 0 missing
V786	numeric	4 unique values 0 missing
V1042	numeric	6 unique values 0 missing
V1298	numeric	4 unique values 0 missing
V1554	numeric	3 unique values 0 missing
V1810	numeric	3 unique values 0 missing
V2066	numeric	3 unique values 0 missing
V2322	numeric	4 unique values 0 missing
V2578	numeric	3 unique values 0 missing
V2834	numeric	2 unique values 0 missing
V3090	numeric	3 unique values 0 missing
V3346	numeric	2 unique values 0 missing
V3602	numeric	4 unique values 0 missing
V3858	numeric	4 unique values 0 missing
V4114	numeric	3 unique values 0 missing
V4370	numeric	2 unique values 0 missing
V4626	numeric	2 unique values 0 missing
V4882	numeric	2 unique values 0 missing
V5138	numeric	3 unique values 0 missing
V5394	numeric	2 unique values 0 missing
V5650	numeric	3 unique values 0 missing
V5906	numeric	2 unique values 0 missing
V6162	numeric	3 unique values 0 missing
V6418	numeric	2 unique values 0 missing
V6674	numeric	21 unique values 0 missing
V6930	numeric	14 unique values 0 missing
V7186	numeric	10 unique values 0 missing
V7442	numeric	8 unique values 0 missing
V7698	numeric	6 unique values 0 missing
V7954	numeric	9 unique values 0 missing
V8210	numeric	7 unique values 0 missing
V8466	numeric	5 unique values 0 missing
V8722	numeric	5 unique values 0 missing
V8978	numeric	7 unique values 0 missing
V9234	numeric	4 unique values 0 missing
V9490	numeric	6 unique values 0 missing
V9746	numeric	9 unique values 0 missing
V19	numeric	10 unique values 0 missing
V275	numeric	7 unique values 0 missing
V531	numeric	3 unique values 0 missing
V787	numeric	3 unique values 0 missing
V1043	numeric	4 unique values 0 missing
V1299	numeric	4 unique values 0 missing
V1555	numeric	4 unique values 0 missing
V1811	numeric	4 unique values 0 missing
V2067	numeric	3 unique values 0 missing
V2323	numeric	2 unique values 0 missing
V2579	numeric	3 unique values 0 missing
V2835	numeric	2 unique values 0 missing
V3091	numeric	3 unique values 0 missing
V3347	numeric	2 unique values 0 missing
V3603	numeric	4 unique values 0 missing
V3859	numeric	3 unique values 0 missing
V4115	numeric	3 unique values 0 missing
V4371	numeric	2 unique values 0 missing
V4627	numeric	3 unique values 0 missing
V4883	numeric	2 unique values 0 missing
V5139	numeric	2 unique values 0 missing
V5395	numeric	3 unique values 0 missing
V5651	numeric	2 unique values 0 missing
V5907	numeric	2 unique values 0 missing
V6163	numeric	2 unique values 0 missing
V6419	numeric	3 unique values 0 missing
V6675	numeric	20 unique values 0 missing
V6931	numeric	12 unique values 0 missing
V7187	numeric	8 unique values 0 missing
V7443	numeric	6 unique values 0 missing
V7699	numeric	5 unique values 0 missing
V7955	numeric	6 unique values 0 missing
V8211	numeric	6 unique values 0 missing
V8467	numeric	7 unique values 0 missing
V8723	numeric	6 unique values 0 missing
V8979	numeric	11 unique values 0 missing
V9235	numeric	5 unique values 0 missing
V9491	numeric	4 unique values 0 missing
V9747	numeric	5 unique values 0 missing
V20	numeric	9 unique values 0 missing
V276	numeric	4 unique values 0 missing
V532	numeric	3 unique values 0 missing
V788	numeric	3 unique values 0 missing
V1044	numeric	3 unique values 0 missing
V1300	numeric	3 unique values 0 missing
V1556	numeric	3 unique values 0 missing
V1812	numeric	3 unique values 0 missing
V2068	numeric	5 unique values 0 missing
V2324	numeric	2 unique values 0 missing
V2580	numeric	2 unique values 0 missing
V2836	numeric	2 unique values 0 missing
V3092	numeric	2 unique values 0 missing
V3348	numeric	2 unique values 0 missing
V3604	numeric	5 unique values 0 missing
V3860	numeric	3 unique values 0 missing
V4116	numeric	4 unique values 0 missing
V4372	numeric	2 unique values 0 missing
V4628	numeric	3 unique values 0 missing
V4884	numeric	2 unique values 0 missing
V5140	numeric	3 unique values 0 missing
V5396	numeric	2 unique values 0 missing
V5652	numeric	2 unique values 0 missing
V5908	numeric	2 unique values 0 missing
V6164	numeric	3 unique values 0 missing
V6420	numeric	2 unique values 0 missing
V6676	numeric	25 unique values 0 missing
V6932	numeric	10 unique values 0 missing
V7188	numeric	8 unique values 0 missing
V7444	numeric	9 unique values 0 missing
V7700	numeric	11 unique values 0 missing
V7956	numeric	8 unique values 0 missing
V8212	numeric	8 unique values 0 missing
V8468	numeric	7 unique values 0 missing
V8724	numeric	7 unique values 0 missing
V8980	numeric	7 unique values 0 missing
V9236	numeric	6 unique values 0 missing
V9492	numeric	6 unique values 0 missing
V9748	numeric	6 unique values 0 missing
V21	numeric	6 unique values 0 missing
V277	numeric	3 unique values 0 missing
V533	numeric	4 unique values 0 missing
V789	numeric	4 unique values 0 missing
V1045	numeric	4 unique values 0 missing
V1301	numeric	5 unique values 0 missing
V1557	numeric	4 unique values 0 missing
V1813	numeric	5 unique values 0 missing
V2069	numeric	3 unique values 0 missing
V2325	numeric	3 unique values 0 missing
V2581	numeric	3 unique values 0 missing
V2837	numeric	2 unique values 0 missing
V3093	numeric	3 unique values 0 missing
V3349	numeric	3 unique values 0 missing
V3605	numeric	4 unique values 0 missing
V3861	numeric	3 unique values 0 missing
V4117	numeric	3 unique values 0 missing
V4373	numeric	2 unique values 0 missing
V4629	numeric	3 unique values 0 missing
V4885	numeric	3 unique values 0 missing
V5141	numeric	2 unique values 0 missing
V5397	numeric	2 unique values 0 missing
V5653	numeric	3 unique values 0 missing
V5909	numeric	2 unique values 0 missing
V6165	numeric	3 unique values 0 missing
V6421	numeric	2 unique values 0 missing
V6677	numeric	16 unique values 0 missing
V6933	numeric	15 unique values 0 missing
V7189	numeric	13 unique values 0 missing
V7445	numeric	8 unique values 0 missing
V7701	numeric	8 unique values 0 missing
V7957	numeric	8 unique values 0 missing
V8213	numeric	5 unique values 0 missing
V8469	numeric	8 unique values 0 missing
V8725	numeric	7 unique values 0 missing
V8981	numeric	4 unique values 0 missing
V9237	numeric	8 unique values 0 missing
V9493	numeric	8 unique values 0 missing
V9749	numeric	8 unique values 0 missing
V22	numeric	11 unique values 0 missing
V278	numeric	5 unique values 0 missing
V534	numeric	8 unique values 0 missing
V790	numeric	3 unique values 0 missing
V1046	numeric	3 unique values 0 missing
V1302	numeric	5 unique values 0 missing
V1558	numeric	4 unique values 0 missing
V1814	numeric	3 unique values 0 missing
V2070	numeric	5 unique values 0 missing
V2326	numeric	3 unique values 0 missing
V2582	numeric	3 unique values 0 missing
V2838	numeric	3 unique values 0 missing
V3094	numeric	2 unique values 0 missing
V3350	numeric	3 unique values 0 missing
V3606	numeric	5 unique values 0 missing
V3862	numeric	3 unique values 0 missing
V4118	numeric	3 unique values 0 missing
V4374	numeric	3 unique values 0 missing
V4630	numeric	2 unique values 0 missing
V4886	numeric	3 unique values 0 missing
V5142	numeric	3 unique values 0 missing
V5398	numeric	2 unique values 0 missing
V5654	numeric	2 unique values 0 missing
V5910	numeric	2 unique values 0 missing
V6166	numeric	2 unique values 0 missing
V6422	numeric	2 unique values 0 missing
V6678	numeric	17 unique values 0 missing
V6934	numeric	13 unique values 0 missing
V7190	numeric	7 unique values 0 missing
V7446	numeric	9 unique values 0 missing
V7702	numeric	6 unique values 0 missing
V7958	numeric	10 unique values 0 missing
V8214	numeric	5 unique values 0 missing
V8470	numeric	8 unique values 0 missing
V8726	numeric	6 unique values 0 missing
V8982	numeric	5 unique values 0 missing
V9238	numeric	4 unique values 0 missing
V9494	numeric	4 unique values 0 missing
V9750	numeric	4 unique values 0 missing
V23	numeric	10 unique values 0 missing
V279	numeric	5 unique values 0 missing
V535	numeric	5 unique values 0 missing
V791	numeric	3 unique values 0 missing
V1047	numeric	3 unique values 0 missing
V1303	numeric	4 unique values 0 missing
V1559	numeric	4 unique values 0 missing
V1815	numeric	3 unique values 0 missing
V2071	numeric	3 unique values 0 missing
V2327	numeric	3 unique values 0 missing
V2583	numeric	3 unique values 0 missing
V2839	numeric	4 unique values 0 missing
V3095	numeric	3 unique values 0 missing
V3351	numeric	3 unique values 0 missing
V3607	numeric	4 unique values 0 missing
V3863	numeric	3 unique values 0 missing
V4119	numeric	3 unique values 0 missing
V4375	numeric	2 unique values 0 missing
V4631	numeric	3 unique values 0 missing
V4887	numeric	3 unique values 0 missing
V5143	numeric	2 unique values 0 missing
V5399	numeric	2 unique values 0 missing
V5655	numeric	2 unique values 0 missing
V5911	numeric	2 unique values 0 missing
V6167	numeric	3 unique values 0 missing
V6423	numeric	2 unique values 0 missing
V6679	numeric	19 unique values 0 missing
V6935	numeric	16 unique values 0 missing
V7191	numeric	8 unique values 0 missing
V7447	numeric	7 unique values 0 missing
V7703	numeric	9 unique values 0 missing
V7959	numeric	6 unique values 0 missing
V8215	numeric	5 unique values 0 missing
V8471	numeric	8 unique values 0 missing
V8727	numeric	8 unique values 0 missing
V8983	numeric	5 unique values 0 missing
V9239	numeric	10 unique values 0 missing
V9495	numeric	5 unique values 0 missing
V9751	numeric	8 unique values 0 missing
V24	numeric	8 unique values 0 missing
V280	numeric	3 unique values 0 missing
V536	numeric	5 unique values 0 missing
V792	numeric	5 unique values 0 missing
V1048	numeric	3 unique values 0 missing
V1304	numeric	3 unique values 0 missing
V1560	numeric	4 unique values 0 missing
V1816	numeric	2 unique values 0 missing
V2072	numeric	3 unique values 0 missing
V2328	numeric	3 unique values 0 missing
V2584	numeric	3 unique values 0 missing
V2840	numeric	3 unique values 0 missing
V3096	numeric	3 unique values 0 missing
V3352	numeric	3 unique values 0 missing
V3608	numeric	5 unique values 0 missing
V3864	numeric	3 unique values 0 missing
V4120	numeric	4 unique values 0 missing
V4376	numeric	3 unique values 0 missing
V4632	numeric	3 unique values 0 missing
V4888	numeric	3 unique values 0 missing
V5144	numeric	2 unique values 0 missing
V5400	numeric	2 unique values 0 missing
V5656	numeric	2 unique values 0 missing
V5912	numeric	2 unique values 0 missing
V6168	numeric	3 unique values 0 missing
V6424	numeric	2 unique values 0 missing
V6680	numeric	22 unique values 0 missing
V6936	numeric	11 unique values 0 missing
V7192	numeric	12 unique values 0 missing
V7448	numeric	8 unique values 0 missing
V7704	numeric	13 unique values 0 missing
V7960	numeric	11 unique values 0 missing
V8216	numeric	7 unique values 0 missing
V8472	numeric	9 unique values 0 missing
V8728	numeric	6 unique values 0 missing
V8984	numeric	4 unique values 0 missing
V9240	numeric	7 unique values 0 missing
V9496	numeric	5 unique values 0 missing
V9752	numeric	6 unique values 0 missing
V25	numeric	7 unique values 0 missing
V281	numeric	4 unique values 0 missing
V537	numeric	4 unique values 0 missing
V793	numeric	3 unique values 0 missing
V1049	numeric	3 unique values 0 missing
V1305	numeric	4 unique values 0 missing
V1561	numeric	2 unique values 0 missing
V1817	numeric	5 unique values 0 missing
V2073	numeric	3 unique values 0 missing
V2329	numeric	3 unique values 0 missing
V2585	numeric	3 unique values 0 missing
V2841	numeric	3 unique values 0 missing
V3097	numeric	2 unique values 0 missing
V3353	numeric	3 unique values 0 missing
V3609	numeric	4 unique values 0 missing
V3865	numeric	4 unique values 0 missing
V4121	numeric	3 unique values 0 missing
V4377	numeric	2 unique values 0 missing
V4633	numeric	2 unique values 0 missing
V4889	numeric	3 unique values 0 missing
V5145	numeric	2 unique values 0 missing
V5401	numeric	3 unique values 0 missing
V5657	numeric	3 unique values 0 missing
V5913	numeric	2 unique values 0 missing
V6169	numeric	2 unique values 0 missing
V6425	numeric	2 unique values 0 missing
V6681	numeric	19 unique values 0 missing
V6937	numeric	12 unique values 0 missing
V7193	numeric	12 unique values 0 missing
V7449	numeric	7 unique values 0 missing
V7705	numeric	10 unique values 0 missing
V7961	numeric	9 unique values 0 missing
V8217	numeric	7 unique values 0 missing
V8473	numeric	6 unique values 0 missing
V8729	numeric	6 unique values 0 missing
V8985	numeric	5 unique values 0 missing
V9241	numeric	5 unique values 0 missing
V9497	numeric	6 unique values 0 missing
V9753	numeric	4 unique values 0 missing
V26	numeric	8 unique values 0 missing
V282	numeric	5 unique values 0 missing
V538	numeric	5 unique values 0 missing
V794	numeric	7 unique values 0 missing
V1050	numeric	2 unique values 0 missing
V1306	numeric	3 unique values 0 missing
V1562	numeric	4 unique values 0 missing
V1818	numeric	3 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

1500

Number of instances (rows) of the dataset.

NumberOfFeatures

10001

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

10000

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

kNN1NKappa

0.12

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

56.17

Second quartile (Median) of kurtosis among attributes of the numeric type.

REPTreeDepth2Kappa

0.17

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy

5.64

Entropy of the target attribute values.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-0.7

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

0.03

Second quartile (Median) of means among attributes of the numeric type.

REPTreeDepth3AUC

0.73

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

0.64

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

1232.85

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

0.01

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

REPTreeDepth3ErrRate

0.81

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

0.96

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

249.83

Maximum of means among attributes of the numeric type.

MinMutualInformation

Minimal mutual information between the nominal attributes and the target attribute.

Quartile2SkewnessOfNumericAtts

7.15

Second quartile (Median) of skewness among attributes of the numeric type.

REPTreeDepth3Kappa

0.17

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

0.02

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.19

Second quartile (Median) of standard deviation of attributes of the numeric type.

RandomTreeDepth1AUC

0.53

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

6.67

Number of attributes divided by the number of instances.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-0.48

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1ErrRate

0.92

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MaxSkewnessOfNumericAtts

33.83

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.08

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

115.44

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.97

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

0.06

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

0.71

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

J48.00001.ErrRate

0.6

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

66.01

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.99

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

0.29

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

0.73

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2AUC

0.53

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

0.39

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.01

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

CfsSubsetEval_DecisionStumpErrRate

0.68

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

0.92

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

0.71

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

83.53

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

0.8

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

10.61

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

0.3

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

0.06

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.ErrRate

0.6

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

0.41

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

0.5

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

11.33

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.64

Third quartile of standard deviation of attributes of the numeric type.

CfsSubsetEval_NaiveBayesAUC

0.73

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

0.53

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

RandomTreeDepth3ErrRate

0.92

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

0.39

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

NaiveBayesKappa

0.49

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

0.01

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

0.73

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

0.68

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

0.06

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

0.71

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

REPTreeDepth1ErrRate

0.81

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

0.3

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

J48.001.ErrRate

0.6

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile1SkewnessOfNumericAtts

2.85

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

0.17

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

0.73

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

0.56

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

0.39

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

7.26

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.12

First quartile of standard deviation of attributes of the numeric type.

REPTreeDepth2AUC

0.73

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

0.68

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

0.86

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.49

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

0.81

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

0.3

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

Show all 107 properties

217 tasks

Supervised Classification on amazon-commerce-reviews

144 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Class

Supervised Classification on amazon-commerce-reviews

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Class

Supervised Classification on amazon-commerce-reviews

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - target_feature: Class

Supervised Classification on amazon-commerce-reviews

0 runs - estimation_procedure: 33% Holdout set - target_feature: Class

Supervised Classification on amazon-commerce-reviews

0 runs - estimation_procedure: 4-fold Crossvalidation - target_feature: Class

Learning Curve on amazon-commerce-reviews

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature:

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Clustering on amazon-commerce-reviews

0 runs - estimation_procedure: 50 times Clustering

Subgroup Discovery on amazon-commerce-reviews

1308 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1307 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1306 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1305 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1305 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1305 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1304 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1303 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1302 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1302 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1302 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1302 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1301 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1301 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1300 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1300 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1300 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1300 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1300 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1300 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1299 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1299 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1299 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1299 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1299 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1299 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1298 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1297 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews

1296 runs - target_feature: Class

Subgroup Discovery on amazon-commerce-reviews