Run
558921

Run 558921

Task 31 (Supervised Classification) credit-g Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_Logistic(1)Weka implementation of AttributeSelectedClassifier
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_Logistic(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.8588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3097
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8886
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
62.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
62.5
Cross-validation details (10-fold Crossvalidation)