DEVELOPMENT... OpenML
Run
120995

Run 120995

Task 3753 (Supervised Classification) cloud 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
0.7847
Per class
Build CPU time
1.9477
Build memory
554185257.4074
F measure
0.7868
Per class
Kappa
0.4734
KB relative information score
50.3785
Mean absolute error
0.2062
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7879
Per class
Predictive accuracy
0.7963
Prior entropy
0.8813
Recall
0.7963
Per class
Relative absolute error
0.4928
Root mean prior squared error
0.4566
Root mean squared error
0.444
Root relative squared error
0.9723
SciMark benchmark
939.0159