DEVELOPMENT... OpenML
Run
121383

Run 121383

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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)_I80
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
0.6771
Per class
Build CPU time
86.8943
Build memory
1132544426.9193
F measure
0.455
Per class
Kappa
0.2797
KB relative information score
90.4797
Mean absolute error
0.1531
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.47
Per class
Predictive accuracy
0.4667
Prior entropy
2.4897
Recall
0.4667
Per class
Relative absolute error
0.6951
Root mean prior squared error
0.3314
Root mean squared error
0.3872
Root relative squared error
1.1683
SciMark benchmark
937.6343