Run
550731

Run 550731

Task 3984 (Supervised Classification) AP_Breast_Lung Uploaded 09-04-2016 by Jan van Rijn
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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
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
390.4524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3929
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8401
Cross-validation details (10-fold Crossvalidation)
Recall
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5405
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.2574
UserCPU time millis
1254230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1254220
Cross-validation details (10-fold Crossvalidation)