Run
264434

Run 264434

Task 4570 (Supervised Classification) ipums_la_98-small 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
0.5271
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8554
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0879
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
19262.8797
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1062
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1891
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
74850
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
0.8552
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8938
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8938
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5617
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3259
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0602
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
904.3681
UserCPU time millis
34790
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
180
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
34610
Cross-validation details (10 times 10-fold Crossvalidation)