Run
564133

Run 564133

Task 3979 (Supervised Classification) AP_Breast_Colon Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_HoeffdingTre e(1)Weka implementation of AttributeSelectedClassifier
weka.HoeffdingTree(4)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
weka.HoeffdingTree(4)_N0.0
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_HoeffdingTree(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_HoeffdingTree(1)_Wweka.classifiers.trees.HoeffdingTree

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
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
573.289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0444
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
630
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
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4234
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1091.4715
UserCPU time millis
16430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12700
Cross-validation details (10-fold Crossvalidation)