Run
399635

Run 399635

Task 3830 (Supervised Classification) cars Uploaded 16-04-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
282.4163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1496
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4686
Cross-validation details (10-fold Crossvalidation)
Number of instances
406
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
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9544
Cross-validation details (10-fold Crossvalidation)
Recall
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.5515
UserCPU time millis
750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
750
Cross-validation details (10-fold Crossvalidation)