Run
550832

Run 550832

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 09-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.JRip(5)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1

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
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58839.3881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2184
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, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6815
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1351.1756
UserCPU time millis
2685410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2684680
Cross-validation details (10-fold Crossvalidation)