DEVELOPMENT... OpenML
Run
122096

Run 122096

Task 3722 (Supervised Classification) hungarian Uploaded 13-12-2014 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
0.7822
Per class
Build CPU time
34.0319
Build memory
69363830.5034
F measure
0.7945
Per class
Kappa
0.5519
KB relative information score
159.2652
Mean absolute error
0.2042
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7939
Per class
Predictive accuracy
0.7959
Prior entropy
0.9439
Recall
0.7959
Per class
Relative absolute error
0.4425
Root mean prior squared error
0.4802
Root mean squared error
0.4517
Root relative squared error
0.9408
SciMark benchmark
925.7673