DEVELOPMENT... OpenML
Run
119753

Run 119753

Task 3605 (Supervised Classification) sleep 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
0.7508
Per class
Build CPU time
0.3269
Build memory
143041922.5806
F measure
0.7243
Per class
Kappa
0.4458
KB relative information score
26.4465
Mean absolute error
0.2887
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7262
Per class
Predictive accuracy
0.7258
Prior entropy
0.9972
Recall
0.7258
Per class
Relative absolute error
0.5798
Root mean prior squared error
0.499
Root mean squared error
0.5058
Root relative squared error
1.0137
SciMark benchmark
942.5053