Run
555371

Run 555371

Task 3961 (Supervised Classification) AP_Breast_Omentum Uploaded 14-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_Decisio nStump(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_DecisionStump(15)_P100
weka.AdaBoostM1_DecisionStump(15)_S1
weka.AdaBoostM1_DecisionStump(15)_I100
weka.AdaBoostM1_DecisionStump(15)_Wweka.classifiers.trees.DecisionStump

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
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
363.3325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2998
Cross-validation details (10-fold Crossvalidation)
Number of instances
421
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6896
Cross-validation details (10-fold Crossvalidation)
Recall
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4662
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1471.5588
UserCPU time millis
3165850
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3165830
Cross-validation details (10-fold Crossvalidation)