Run
1842357

Run 1842357

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kevin Chang
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_Logistic(1)Weka implementation of FilteredClassifier
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1
weka.CostSensitiveClassifier_Logistic(2)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_Logistic(2)_S1
weka.CostSensitiveClassifier_Logistic(2)_Wweka.classifiers.functions.Logistic
weka.FilteredClassifier_CostSensitiveClassifier_Logistic(1)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 300.0 -S 1
weka.FilteredClassifier_CostSensitiveClassifier_Logistic(1)_Wweka.classifiers.meta.CostSensitiveClassifier

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.

17 Evaluation measures

Area under ROC curve
0.7609
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
1.3466
Cross-validation details (10-fold Crossvalidation)
F measure
0.611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8345.135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.5599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6996
Cross-validation details (10-fold Crossvalidation)
Total cost
11282
Cross-validation details (10-fold Crossvalidation)