Run
1842363

Run 1842363

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kevin Chang
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_SimpleLogistic(1)Weka implementation of FilteredClassifier
weka.SimpleLogistic(4)_I0
weka.SimpleLogistic(4)_M500
weka.SimpleLogistic(4)_H50
weka.SimpleLogistic(4)_W0.0
weka.CostSensitiveClassifier_SimpleLogistic(1)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_SimpleLogistic(1)_S1
weka.CostSensitiveClassifier_SimpleLogistic(1)_Wweka.classifiers.functions.SimpleLogistic
weka.FilteredClassifier_CostSensitiveClassifier_SimpleLogistic(1)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 300.0 -S 1
weka.FilteredClassifier_CostSensitiveClassifier_SimpleLogistic(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
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2508
Cross-validation details (10-fold Crossvalidation)
F measure
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-571.5936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2373
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
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9597
Cross-validation details (10-fold Crossvalidation)
Total cost
2101
Cross-validation details (10-fold Crossvalidation)