Run
559084

Run 559084

Task 3690 (Supervised Classification) boston_corrected 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
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
342.0994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
109.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
UserCPU time millis training
93.75
Cross-validation details (10-fold Crossvalidation)