DEVELOPMENT... OpenML
Run
120949

Run 120949

Task 3670 (Supervised Classification) fri_c4_500_50 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)_I40
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
0.8966
Per class
Build CPU time
48.4351
Build memory
731970317.6
F measure
0.838
Per class
Kappa
0.6752
KB relative information score
335.6365
Mean absolute error
0.1639
Mean prior absolute error
0.4984
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
0.8382
Per class
Predictive accuracy
0.838
Prior entropy
0.9978
Recall
0.838
Per class
Relative absolute error
0.3288
Root mean prior squared error
0.4992
Root mean squared error
0.3942
Root relative squared error
0.7896
SciMark benchmark
936.914