DEVELOPMENT... OpenML
Run
119951

Run 119951

Task 3835 (Supervised Classification) squash-stored 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
0.8028
Per class
Build CPU time
0.3099
Build memory
1666437927.3846
F measure
0.7316
Per class
Kappa
0.4591
KB relative information score
22.8946
Mean absolute error
0.2753
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7345
Per class
Predictive accuracy
0.7308
Prior entropy
0.9911
Recall
0.7308
Per class
Relative absolute error
0.5577
Root mean prior squared error
0.4967
Root mean squared error
0.5166
Root relative squared error
1.0402
SciMark benchmark
874.7324