DEVELOPMENT... OpenML
Run
121579

Run 121579

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 11-12-2014 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)_I80
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
0.9099
Per class
Build CPU time
45.865
Build memory
1064619887.2
F measure
0.8873
Per class
Kappa
0.7625
KB relative information score
377.7828
Mean absolute error
0.1142
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8877
Per class
Predictive accuracy
0.888
Prior entropy
0.9664
Recall
0.888
Per class
Relative absolute error
0.2395
Root mean prior squared error
0.4882
Root mean squared error
0.3337
Root relative squared error
0.6836
SciMark benchmark
936.1433