Run
222868

Run 222868

Task 4438 (Supervised Classification) fri_c2_500_10 Uploaded 01-03-2015 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
0.883
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8909
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7761
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3884.5702
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1082
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8936
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8918
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8918
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.221
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3289
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6648
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.1527
UserCPU time millis
200
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10 times 10-fold Crossvalidation)