DEVELOPMENT... OpenML
Run
119803

Run 119803

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.9068
Per class
Build CPU time
3.6613
Build memory
680609036
F measure
0.844
Per class
Kappa
0.6864
KB relative information score
337.98
Mean absolute error
0.1617
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
0.8439
Per class
Predictive accuracy
0.844
Prior entropy
0.9967
Recall
0.844
Per class
Relative absolute error
0.3248
Root mean prior squared error
0.4988
Root mean squared error
0.3764
Root relative squared error
0.7546
SciMark benchmark
939.6298