Run
560932

Run 560932

Task 3988 (Supervised Classification) AP_Endometrium_Lung Uploaded 16-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_J48(1)_Wweka.classifiers.trees.J48

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
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.5432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4402
Cross-validation details (10-fold Crossvalidation)
Number of instances
187
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
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9129
Cross-validation details (10-fold Crossvalidation)
Recall
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4688
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.3919
UserCPU time millis
2030
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2020
Cross-validation details (10-fold Crossvalidation)