Run
505275

Run 505275

Task 9952 (Supervised Classification) phoneme Uploaded 13-01-2016 by Casey Davis
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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.
weka.NaiveBayes(13)_Ktrue

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.

22 Evaluation measures

Area under ROC curve
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1992.7829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2476
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.0921
UserCPU time millis
3240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)