DEVELOPMENT... OpenML
Run
121020

Run 121020

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.9442
Per class
Build CPU time
4.6082
Build memory
260325311.2
F measure
0.9159
Per class
Kappa
0.829
KB relative information score
206.3137
Mean absolute error
0.0858
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.916
Per class
Predictive accuracy
0.916
Prior entropy
0.9898
Recall
0.916
Per class
Relative absolute error
0.1742
Root mean prior squared error
0.4964
Root mean squared error
0.2866
Root relative squared error
0.5774
SciMark benchmark
936.1433