Run
1842607

Run 1842607

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by B. Elfrink
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Flow

weka.CostSensitiveClassifier_Bagging_DecisionStump(1)Weka implementation of CostSensitiveClassifier
weka.Bagging_DecisionStump(3)_P100
weka.Bagging_DecisionStump(3)_S1
weka.Bagging_DecisionStump(3)_num-slots1
weka.Bagging_DecisionStump(3)_I100
weka.Bagging_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump
weka.CostSensitiveClassifier_Bagging_DecisionStump(1)_cost-matrix[0.0 1.0; 23.0 0.0]
weka.CostSensitiveClassifier_Bagging_DecisionStump(1)_S1
weka.CostSensitiveClassifier_Bagging_DecisionStump(1)_Wweka.classifiers.meta.Bagging

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
0.7232
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
1.0944
Cross-validation details (10-fold Crossvalidation)
F measure
0.525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16912.5081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.614
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
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.4788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8203
Cross-validation details (10-fold Crossvalidation)
Total cost
9169
Cross-validation details (10-fold Crossvalidation)