Run
154759

Run 154759

Task 2253 (Supervised Classification) BNG(credit-a) Uploaded 10-02-2015 by Joaquin Vanschoren
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Flow

weka.ThresholdSelector_Logistic(1)Weka implementation of ThresholdSelector
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.ThresholdSelector_Logistic(1)_C5
weka.ThresholdSelector_Logistic(1)_X3
weka.ThresholdSelector_Logistic(1)_R0
weka.ThresholdSelector_Logistic(1)_E1
weka.ThresholdSelector_Logistic(1)_MFMEASURE
weka.ThresholdSelector_Logistic(1)_S1
weka.ThresholdSelector_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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
647517.9862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1861
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4942
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9916
Cross-validation details (10-fold Crossvalidation)
Recall
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6119
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.32
UserCPU time millis
235710
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
233240
Cross-validation details (10-fold Crossvalidation)