Run
347665

Run 347665

Task 4458 (Supervised Classification) cloud Uploaded 27-03-2015 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
0.8437
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8616
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6671
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
587.6437
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1946
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4185
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1080
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
0.8612
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.862
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.862
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4651
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4566
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.347
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7599
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1358.6198
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)