Run
1840371

Run 1840371

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by Evertjan Peer
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CostSensitiveClassifier_NaiveBayes(2)Weka implementation of CostSensitiveClassifier
weka.NaiveBayes(13)_Ktrue
weka.CostSensitiveClassifier_NaiveBayes(2)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(2)_S1
weka.CostSensitiveClassifier_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.9144
Cross-validation details (10-fold Crossvalidation)
F measure
0.5351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10815.4842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5095
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
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.4891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8761
Cross-validation details (10-fold Crossvalidation)
Total cost
7661
Cross-validation details (10-fold Crossvalidation)