Run
211561

Run 211561

Task 4571 (Supervised Classification) primary-tumor Uploaded 28-02-2015 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Wweka.classifiers.trees.J48
weka.CfsSubsetEval(4)_P1
weka.CfsSubsetEval(4)_E1

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
0.7299
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7818
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4051
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
711.2342
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2909
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3735
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3390
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
0.779
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7858
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7858
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7789
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3917
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9073
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
924.1296
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)