Run
237899

Run 237899

Task 4232 (Supervised Classification) oh0.wc Uploaded 02-03-2015 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
0.9085
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7565
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.696
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6212.2407
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0781
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10030
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8532
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7394
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7394
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4465
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1918
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6484
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1332.2926
UserCPU time millis
90380
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
90380
Cross-validation details (10 times 10-fold Crossvalidation)