DEVELOPMENT... OpenML
Run
122133

Run 122133

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.8975
Per class
Build CPU time
14.7534
Build memory
572886407.2
F measure
0.8958
Per class
Kappa
0.7881
KB relative information score
196.8785
Mean absolute error
0.104
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
0.896
Per class
Predictive accuracy
0.896
Prior entropy
0.9898
Recall
0.896
Per class
Relative absolute error
0.211
Root mean prior squared error
0.4964
Root mean squared error
0.3225
Root relative squared error
0.6497
SciMark benchmark
943.4163