DEVELOPMENT... OpenML
Run
119862

Run 119862

Task 3734 (Supervised Classification) fri_c1_500_5 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)_I10
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
0.9451
Per class
Build CPU time
2.0847
Build memory
1487096636
F measure
0.8817
Per class
Kappa
0.7621
KB relative information score
380.2975
Mean absolute error
0.1189
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
0.8826
Per class
Predictive accuracy
0.882
Prior entropy
0.9967
Recall
0.882
Per class
Relative absolute error
0.2389
Root mean prior squared error
0.4988
Root mean squared error
0.3269
Root relative squared error
0.6552
SciMark benchmark
906.6607