DEVELOPMENT... OpenML
Run
121597

Run 121597

Task 3781 (Supervised Classification) fri_c4_250_50 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)_I80
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
0.8106
Per class
Build CPU time
38.091
Build memory
250477180.8
F measure
0.7865
Per class
Kappa
0.5697
KB relative information score
143.1912
Mean absolute error
0.2122
Mean prior absolute error
0.4968
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
0.7894
Per class
Predictive accuracy
0.788
Prior entropy
0.9955
Recall
0.788
Per class
Relative absolute error
0.4271
Root mean prior squared error
0.4984
Root mean squared error
0.4509
Root relative squared error
0.9047
SciMark benchmark
945.0532

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