Run
262070

Run 262070

Task 1910 (Supervised Classification) page-blocks 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
0.8508
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9578
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7743
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
37892.4279
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0154
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
54730
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
0.9589
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9616
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9616
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2016
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1239
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.636
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1345.4669
UserCPU time millis
5500
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
5480
Cross-validation details (10 times 10-fold Crossvalidation)