Run
564162

Run 564162

Task 3932 (Supervised Classification) anthracyclineTaxaneChemotherapy Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest (1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Wweka.classifiers.trees.RandomForest

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
0.5153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.7322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4812
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.5025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0062
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1130.5747
UserCPU time millis
13690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13610
Cross-validation details (10-fold Crossvalidation)