DEVELOPMENT... OpenML
Run
121638

Run 121638

Task 3835 (Supervised Classification) squash-stored Uploaded 11-12-2014 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)_I80
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
0.8208
Per class
Build CPU time
3.664
Build memory
697786191.2308
F measure
0.8083
Per class
Kappa
0.6171
KB relative information score
31.0352
Mean absolute error
0.198
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8184
Per class
Predictive accuracy
0.8077
Prior entropy
0.9911
Recall
0.8077
Per class
Relative absolute error
0.4011
Root mean prior squared error
0.4967
Root mean squared error
0.4331
Root relative squared error
0.872
SciMark benchmark
864.1117