OpenML
472647

Run 472647

Task 1787 (Supervised Classification) cmc Uploaded 28-08-2015 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
0.7159
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5422
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.289
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1682.6886
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3618
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
7365
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.5465
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.5447
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.5447
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.8397
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4322
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9311
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
851.2074
UserCPU time millis
350
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
350
Cross-validation details (5 times 2-fold Crossvalidation)