DEVELOPMENT... OpenML
Run
144167

Run 144167

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.9975
Per class
F measure
0.9827
Per class
Kappa
0.9616
KB relative information score
37562.7841
Mean absolute error
0.0208
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9827
Per class
Predictive accuracy
0.9827
Prior entropy
0.9287
Recall
0.9827
Per class
Relative absolute error
0.0461
Root mean prior squared error
0.4751
Root mean squared error
0.1221
Root relative squared error
0.2571
SciMark benchmark
915.2795
UserCPU time millis
32580
UserCPU time millis testing
320
UserCPU time millis training
32260