Run
283597

Run 283597

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 10-03-2015 by Joaquin Vanschoren
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Flow

weka.IB1(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2604
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
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
909.1698
UserCPU time millis
211708410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
211706460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1950
Cross-validation details (10-fold Crossvalidation)