Run
281030

Run 281030

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 08-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61312.5965
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1984
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
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7544
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
916.5769
UserCPU time millis
337760
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
337250
Cross-validation details (10-fold Crossvalidation)