Run
247819

Run 247819

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 04-03-2015 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
0.8124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60220.1622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1944
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
98528
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8805
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
986.8456
UserCPU time millis
16790
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
11120
Cross-validation details (10-fold Crossvalidation)