Run
564140

Run 564140

Task 3964 (Supervised Classification) OVA_Lung 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
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
690.7834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0602
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1111.4116
UserCPU time millis
35010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
8690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
26320
Cross-validation details (10-fold Crossvalidation)