Run
564196

Run 564196

Task 3980 (Supervised Classification) OVA_Prostate 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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1224.2463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0198
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2659
Cross-validation details (10-fold Crossvalidation)
Recall
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2066
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3648
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
951.367
UserCPU time millis
9920
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
9760
Cross-validation details (10-fold Crossvalidation)