Run
24721

Run 24721

Task 15 (Supervised Classification) breast-w Uploaded 15-07-2014 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
0.9875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
608.2088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.06
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
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
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
597.0857[344.9843204558322897.9286468429407263.8186188482881521.5758034345557957.121183969034]