Run
1842396

Run 1842396

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Johann Slabber
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Flow

weka.CostSensitiveClassifier_VotedPerceptron(1)Weka implementation of CostSensitiveClassifier
weka.VotedPerceptron(5)_I1
weka.VotedPerceptron(5)_E1.0
weka.VotedPerceptron(5)_S1
weka.VotedPerceptron(5)_M10000
weka.CostSensitiveClassifier_VotedPerceptron(1)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_VotedPerceptron(1)_S1
weka.CostSensitiveClassifier_VotedPerceptron(1)_Wweka.classifiers.functions.VotedPerceptron

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
0.5542
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.7606
Cross-validation details (10-fold Crossvalidation)
F measure
0.2172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0387
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-19211.3627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.7431
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
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.6999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.3239
Cross-validation details (10-fold Crossvalidation)
Total cost
6372
Cross-validation details (10-fold Crossvalidation)