Run
1843005

Run 1843005

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by J B
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Flow

weka.CostSensitiveClassifier_Bagging_RandomTree(3)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_Bagging_RandomTree(3)_Mtrue
weka.CostSensitiveClassifier_Bagging_RandomTree(3)_cost-matrix[0.0 1.0; 2.0107 0.0]
weka.CostSensitiveClassifier_Bagging_RandomTree(3)_S1
weka.CostSensitiveClassifier_Bagging_RandomTree(3)_Wweka.classifiers.meta.Bagging
weka.Bagging_RandomTree(12)_P100
weka.Bagging_RandomTree(12)_S1
weka.Bagging_RandomTree(12)_num-slots6
weka.Bagging_RandomTree(12)_I178
weka.Bagging_RandomTree(12)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(12)_num-decimal-places4
weka.RandomTree(13)_K0
weka.RandomTree(13)_M1.0
weka.RandomTree(13)_V0.01
weka.RandomTree(13)_S1
weka.RandomTree(13)_depth12
weka.RandomTree(13)_Btrue

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
0.7241
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2153
Cross-validation details (10-fold Crossvalidation)
F measure
0.8602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3350.6317
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1354
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
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9919
Cross-validation details (10-fold Crossvalidation)
Total cost
1804
Cross-validation details (10-fold Crossvalidation)