DEVELOPMENT... OpenML
Run
120021

Run 120021

Task 3903 (Supervised Classification) pc3 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
0.7706
Per class
Build CPU time
35.8241
Build memory
756442777.1568
F measure
0.8737
Per class
Kappa
0.2584
KB relative information score
224.3619
Mean absolute error
0.1167
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8664
Per class
Predictive accuracy
0.8848
Prior entropy
0.478
Recall
0.8848
Per class
Relative absolute error
0.6338
Root mean prior squared error
0.3031
Root mean squared error
0.326
Root relative squared error
1.0753
SciMark benchmark
939.6298