DEVELOPMENT... OpenML
Run
120840

Run 120840

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)_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
0.7016
Per class
Build CPU time
43.9713
Build memory
1195855185.2351
F measure
0.4631
Per class
Kappa
0.2843
KB relative information score
92.5752
Mean absolute error
0.1521
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
0.4812
Per class
Predictive accuracy
0.4667
Prior entropy
2.4897
Recall
0.4667
Per class
Relative absolute error
0.6906
Root mean prior squared error
0.3314
Root mean squared error
0.384
Root relative squared error
1.1587
SciMark benchmark
945.0554