DEVELOPMENT... OpenML
Run
119841

Run 119841

Task 3715 (Supervised Classification) fri_c0_100_50 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
0.7631
Per class
Build CPU time
1.0967
Build memory
139492517.6
F measure
0.709
Per class
Kappa
0.4186
KB relative information score
41.0972
Mean absolute error
0.2954
Mean prior absolute error
0.4998
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7115
Per class
Predictive accuracy
0.71
Prior entropy
0.9997
Recall
0.71
Per class
Relative absolute error
0.5911
Root mean prior squared error
0.4999
Root mean squared error
0.5165
Root relative squared error
1.0331
SciMark benchmark
942.5053