DEVELOPMENT... OpenML
Run
120459

Run 120459

Task 3741 (Supervised Classification) fri_c2_250_50 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)_I20
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
0.8934
Per class
Build CPU time
9.3098
Build memory
113327672
F measure
0.8358
Per class
Kappa
0.6682
KB relative information score
167.48
Mean absolute error
0.1632
Mean prior absolute error
0.4954
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
0.8358
Per class
Predictive accuracy
0.836
Prior entropy
0.9934
Recall
0.836
Per class
Relative absolute error
0.3295
Root mean prior squared error
0.4977
Root mean squared error
0.3902
Root relative squared error
0.784
SciMark benchmark
939.521