Run
16260

Run 16260

Task 2072 (Supervised Classification) covertype Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.LADTree(1)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(1)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41443.1822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1357
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.5449[559.23073532101811010.7290985125734476.7948015610379914.34946139689831756.6205822745662]