Run
225716

Run 225716

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51365.332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2546
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.343
UserCPU time millis
825980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1910
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
824070
Cross-validation details (10-fold Crossvalidation)