Run
551030

Run 551030

Task 3966 (Supervised Classification) AP_Omentum_Lung Uploaded 09-04-2016 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_J48(4)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)_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
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.4339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4712
Cross-validation details (10-fold Crossvalidation)
Number of instances
203
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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9584
Cross-validation details (10-fold Crossvalidation)
Recall
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4852
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1568.865
UserCPU time millis
2329110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2329090
Cross-validation details (10-fold Crossvalidation)