Run
1841139

Run 1841139

Task 125968 (Supervised Classification) SpeedDating Uploaded 26-11-2016 by M. van Nijnatten
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Flow

weka.CostSensitiveClassifier_Bagging_J48(1)Weka implementation of CostSensitiveClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.CostSensitiveClassifier_Bagging_J48(1)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_Bagging_J48(1)_S1
weka.CostSensitiveClassifier_Bagging_J48(1)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_J48(1)_num-decimal-places6
weka.Bagging_J48(6)_P100
weka.Bagging_J48(6)_S1
weka.Bagging_J48(6)_num-slots1
weka.Bagging_J48(6)_I10
weka.Bagging_J48(6)_Wweka.classifiers.trees.J48

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
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
4.6124
Cross-validation details (10-fold Crossvalidation)
F measure
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-147.0481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2368
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9224
Cross-validation details (10-fold Crossvalidation)
Total cost
38643
Cross-validation details (10-fold Crossvalidation)