Run
1842372

Run 1842372

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Irina Bianca Serban
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CostSensitiveClassifier_J48(4)Weka implementation of CostSensitiveClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.CostSensitiveClassifier_J48(4)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_J48(4)_S1
weka.CostSensitiveClassifier_J48(4)_Wweka.classifiers.trees.J48
weka.CostSensitiveClassifier_J48(4)_num-decimal-places5

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
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2674
Cross-validation details (10-fold Crossvalidation)
F measure
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1036.9942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2535
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
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0114
Cross-validation details (10-fold Crossvalidation)
Total cost
2240
Cross-validation details (10-fold Crossvalidation)