OpenML
19107

Run 19107

Task 31 (Supervised Classification) credit-g Uploaded 12-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.6293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.6888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.71
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9412
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.6456[554.78390915119041012.0561783624415433.6598936948196908.01528932595751769.7127006129608]