DEVELOPMENT... OpenML
Run
119756

Run 119756

Task 3610 (Supervised Classification) fri_c3_250_5 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)_I10
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
0.9601
Per class
Build CPU time
0.9084
Build memory
384719578.4
F measure
0.8676
Per class
Kappa
0.7302
KB relative information score
186.8374
Mean absolute error
0.1232
Mean prior absolute error
0.4919
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
0.8679
Per class
Predictive accuracy
0.868
Prior entropy
0.9883
Recall
0.868
Per class
Relative absolute error
0.2505
Root mean prior squared error
0.4959
Root mean squared error
0.3287
Root relative squared error
0.6629
SciMark benchmark
899.2335

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