Run
475263

Run 475263

Task 1 (Supervised Classification) anneal Uploaded 15-09-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
609.6078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, x86_64, Mac OS X, 10.10.5]
Precision
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7921
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1358.2518
UserCPU time millis
35.824
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
34.457
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1.367
Cross-validation details (10-fold Crossvalidation)