Run
1843157

Run 1843157

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Daan de Graaf
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Flow

weka.CostSensitiveClassifier_Bagging_SimpleLogistic(1)Weka implementation of CostSensitiveClassifier
weka.SimpleLogistic(4)_I0
weka.SimpleLogistic(4)_M100
weka.SimpleLogistic(4)_H20
weka.SimpleLogistic(4)_W0.0
weka.CostSensitiveClassifier_Bagging_SimpleLogistic(1)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_Bagging_SimpleLogistic(1)_S1
weka.CostSensitiveClassifier_Bagging_SimpleLogistic(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_SimpleLogistic(1)_P100
weka.Bagging_SimpleLogistic(1)_S1
weka.Bagging_SimpleLogistic(1)_num-slots8
weka.Bagging_SimpleLogistic(1)_I10
weka.Bagging_SimpleLogistic(1)_Wweka.classifiers.functions.SimpleLogistic

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
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.7556
Cross-validation details (10-fold Crossvalidation)
F measure
0.4599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13810.5822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5452
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
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.4258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.9808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7305
Cross-validation details (10-fold Crossvalidation)
Total cost
6330
Cross-validation details (10-fold Crossvalidation)