DEVELOPMENT... OpenML
Run
122083

Run 122083

Task 3715 (Supervised Classification) fri_c0_100_50 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
0.7049
Per class
Build CPU time
15.709
Build memory
1346349708
F measure
0.6899
Per class
Kappa
0.3795
KB relative information score
38.0165
Mean absolute error
0.3096
Mean prior absolute error
0.4998
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.69
Per class
Predictive accuracy
0.69
Prior entropy
0.9997
Recall
0.69
Per class
Relative absolute error
0.6195
Root mean prior squared error
0.4999
Root mean squared error
0.5561
Root relative squared error
1.1125
SciMark benchmark
947.7459