DEVELOPMENT... OpenML
Run
120914

Run 120914

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.554
Per class
Build CPU time
1.9281
Build memory
884698080.5317
F measure
0.5418
Per class
Kappa
0.0817
KB relative information score
16.0182
Mean absolute error
0.4895
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5417
Per class
Predictive accuracy
0.5423
Prior entropy
0.9987
Recall
0.5423
Per class
Relative absolute error
0.9808
Root mean prior squared error
0.4996
Root mean squared error
0.5038
Root relative squared error
1.0085
SciMark benchmark
936.914