DEVELOPMENT... OpenML
Run
122063

Run 122063

Task 3689 (Supervised Classification) fri_c1_500_10 Uploaded 13-12-2014 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)_I160
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
0.9335
Per class
Build CPU time
34.5285
Build memory
974349036
F measure
0.9299
Per class
Kappa
0.8584
KB relative information score
427.6146
Mean absolute error
0.0715
Mean prior absolute error
0.4954
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
0.93
Per class
Predictive accuracy
0.93
Prior entropy
0.9934
Recall
0.93
Per class
Relative absolute error
0.1444
Root mean prior squared error
0.4977
Root mean squared error
0.2656
Root relative squared error
0.5337
SciMark benchmark
931.6517