Run
228466

Run 228466

Task 4392 (Supervised Classification) cal_housing Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_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.

22 Evaluation measures

Area under ROC curve
0.8388
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7451
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4679
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
81193.8336
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3014
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
206400
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7628
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7562
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7562
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6248
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4103
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8354
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1332.4146
UserCPU time millis
120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10 times 10-fold Crossvalidation)