Run
262457

Run 262457

Task 4203 (Supervised Classification) pasture Uploaded 05-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CHIRP(1)Leland Wilkinson, Anushka Anand,, Tuan Dang : CHIRP: A new classi?er based on Composite Hypercubes on Iterated Random Projection. In: Proceedings of the 17th ACM KDD, 2011.
weka.CHIRP(1)_V7
weka.CHIRP(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7229
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6378
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4458
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
177.9137
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2463
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
360
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6532
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6306
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6306
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5542
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4963
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0528
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1340.4336
UserCPU time millis
130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
130
Cross-validation details (10 times 10-fold Crossvalidation)