Run
452383

Run 452383

Task 4600 (Supervised Classification) gina_prior Uploaded 22-05-2015 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
0.9076
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.838
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6762
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
19295.4553
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2364
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
34680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8387
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4729
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3441
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6884
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
940.1541
UserCPU time millis
39310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
39300
Cross-validation details (10 times 10-fold Crossvalidation)