DEVELOPMENT... OpenML
Run
122562

Run 122562

Task 2074 (Supervised Classification) satimage Uploaded 14-12-2014 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
0.9575
Per class
Build CPU time
12176.9987
Build memory
869765633.6
F measure
0.9181
Per class
Kappa
0.8999
KB relative information score
5795.7055
Mean absolute error
0.0271
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9179
Per class
Predictive accuracy
0.919
Prior entropy
2.4836
Recall
0.919
Per class
Relative absolute error
0.1004
Root mean prior squared error
0.3675
Root mean squared error
0.1637
Root relative squared error
0.4455
SciMark benchmark
888.7575