Run
1573599

Run 1573599

Task 9980 (Supervised Classification) climate-model-simulation-crashes Uploaded 18-07-2016 by Jan van Rijn
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Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-217.7003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0224
Cross-validation details (10-fold Crossvalidation)
Total cost