Run
473502

Run 473502

Task 4240 (Supervised Classification) tr41.wc Uploaded 07-09-2015 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
0.989
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8935
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8833
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
7471.4609
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0312
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1652
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
8780
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
0.8932
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9048
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.8041
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9048
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1887
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2872
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1155
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.402
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
934.3687
UserCPU time millis
276630
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
276620
Cross-validation details (10 times 10-fold Crossvalidation)