DEVELOPMENT... OpenML
Run
120614

Run 120614

Task 15 (Supervised Classification) breast-w Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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.AdaBoostM1_LMT(2)_I40
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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.

21 Evaluation measures

Area under ROC curve
0.9699
Per class
Build CPU time
12.4614
Build memory
54886283.3076
F measure
0.9657
Per class
Kappa
0.9243
KB relative information score
643.3141
Mean absolute error
0.0343
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9659
Per class
Predictive accuracy
0.9657
Prior entropy
0.9297
Recall
0.9657
Per class
Relative absolute error
0.076
Root mean prior squared error
0.4753
Root mean squared error
0.1853
Root relative squared error
0.3898
SciMark benchmark
886.6397