DEVELOPMENT... OpenML
Run
120591

Run 120591

Task 3922 (Supervised Classification) desharnais 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)_I20
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
0.8239
Per class
Build CPU time
1.1706
Build memory
48529894.4198
F measure
0.7171
Per class
Kappa
0.4859
KB relative information score
40.8548
Mean absolute error
0.1897
Mean prior absolute error
0.3804
Number of instances
81
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7408
Per class
Predictive accuracy
0.716
Prior entropy
1.3765
Recall
0.716
Per class
Relative absolute error
0.4988
Root mean prior squared error
0.4348
Root mean squared error
0.421
Root relative squared error
0.9682
SciMark benchmark
936.914