Run
553157

Run 553157

Task 3980 (Supervised Classification) OVA_Prostate Uploaded 09-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_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
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.945
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1242.318
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
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
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2659
Cross-validation details (10-fold Crossvalidation)
Recall
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2066
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1118.4923
UserCPU time millis
43570
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
43500
Cross-validation details (10-fold Crossvalidation)