DEVELOPMENT... OpenML
Run
121552

Run 121552

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9122
Per class
Build CPU time
16.5801
Build memory
211321683.2
F measure
0.8978
Per class
Kappa
0.7945
KB relative information score
397.1424
Mean absolute error
0.1022
Mean prior absolute error
0.4977
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
0.8983
Per class
Predictive accuracy
0.898
Prior entropy
0.9967
Recall
0.898
Per class
Relative absolute error
0.2053
Root mean prior squared error
0.4988
Root mean squared error
0.3175
Root relative squared error
0.6364
SciMark benchmark
935.1241