Run
1842337

Run 1842337

Task 125968 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Wouter Verlaek
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_RandomTree(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_CostSensitiveClassifier_RandomTree(1)_Fweka.filters.MultiFilter -F "weka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 300.0 -S 1" -F "weka.filters.unsupervised.instance.Randomize -S 42"
weka.FilteredClassifier_CostSensitiveClassifier_RandomTree(1)_Wweka.classifiers.meta.CostSensitiveClassifier
weka.CostSensitiveClassifier_RandomTree(4)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_RandomTree(4)_S1
weka.CostSensitiveClassifier_RandomTree(4)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(12)_K0
weka.RandomTree(12)_M1.0
weka.RandomTree(12)_V0.001
weka.RandomTree(12)_S1

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
0.6228
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
5.1352
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-869.6417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2476
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
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.301
Cross-validation details (10-fold Crossvalidation)
Total cost
43023
Cross-validation details (10-fold Crossvalidation)