DEVELOPMENT... OpenML
Run
122244

Run 122244

Task 4001 (Supervised Classification) pc1_req Uploaded 14-12-2014 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)_I160
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
0.5602
Per class
Build CPU time
5.2721
Build memory
94136903.2
F measure
0.6332
Per class
Kappa
0.1522
KB relative information score
15.8874
Mean absolute error
0.4128
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6346
Per class
Predictive accuracy
0.6656
Prior entropy
0.9204
Recall
0.6656
Per class
Relative absolute error
0.9267
Root mean prior squared error
0.4718
Root mean squared error
0.5027
Root relative squared error
1.0655
SciMark benchmark
940.5537