Run
262650

Run 262650

Task 4223 (Supervised Classification) tr45.wc Uploaded 05-03-2015 by Joaquin Vanschoren
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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
0.9425
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8995
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8837
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6040.3728
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0199
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6900
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
0.902
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1159
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1412
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4816
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1270.2428
UserCPU time millis
20560
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
470
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20090
Cross-validation details (10 times 10-fold Crossvalidation)