Run
1840690

Run 1840690

Task 125968 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Yiming Lin
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Flow

weka.NaiveBayes(14)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.
weka.NaiveBayes(14)_Dtrue
weka.NaiveBayes(14)_Otrue
weka.NaiveBayes(14)_output-debug-infotrue
weka.NaiveBayes(14)_batch-size50

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
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
2.4186
Cross-validation details (10-fold Crossvalidation)
F measure
0.7929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-413.9879
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2323
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
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2062
Cross-validation details (10-fold Crossvalidation)
Total cost
20263
Cross-validation details (10-fold Crossvalidation)