Run
261944

Run 261944

Task 42 (Supervised Classification) haberman 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
0.5896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.3808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1444
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.5205
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
80
Cross-validation details (10-fold Crossvalidation)