Run
563093

Run 563093

Task 3995 (Supervised Classification) OVA_Colon Uploaded 17-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1210.0507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3019
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, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.692
Cross-validation details (10-fold Crossvalidation)
Recall
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3884
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
874.7477
UserCPU time millis
159790
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
152540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7250
Cross-validation details (10-fold Crossvalidation)