Run
222851

Run 222851

Task 4318 (Supervised Classification) servo 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
0.9233
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9395
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8297
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1331.59
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0611
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3533
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1670
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
0.9405
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9389
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9389
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1729
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4193
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2471
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5895
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.1527
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)