DEVELOPMENT... OpenML
Run
120733

Run 120733

Task 1819 (Supervised Classification) vote 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)_I40
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
0.9713
Per class
Build CPU time
4.1377
Build memory
67591967.6101
F measure
0.9528
Per class
Kappa
0.9006
KB relative information score
1953.9112
Mean absolute error
0.0469
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9531
Per class
Predictive accuracy
0.9526
Prior entropy
0.9627
Recall
0.9526
Per class
Relative absolute error
0.099
Root mean prior squared error
0.4869
Root mean squared error
0.2111
Root relative squared error
0.4335
SciMark benchmark
942.0692