DEVELOPMENT... OpenML
Run
120507

Run 120507

Task 3804 (Supervised Classification) lowbwt 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)_I20
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
0.8337
Per class
Build CPU time
2.1761
Build memory
636873597.164
F measure
0.8092
Per class
Kappa
0.6174
KB relative information score
116.2379
Mean absolute error
0.1918
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8097
Per class
Predictive accuracy
0.8095
Prior entropy
0.9984
Recall
0.8095
Per class
Relative absolute error
0.3844
Root mean prior squared error
0.4994
Root mean squared error
0.4278
Root relative squared error
0.8567
SciMark benchmark
942.3919