Run
290468

Run 290468

Task 4546 (Supervised Classification) mfeat-factors Uploaded 16-03-2015 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
0.9977
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9924
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9576
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
18374.4166
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0125
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
20000
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
0.9925
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9925
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9925
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0696
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0788
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2625
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1352.2099
UserCPU time millis
4990
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
4980
Cross-validation details (10 times 10-fold Crossvalidation)