DEVELOPMENT... OpenML
Run
120971

Run 120971

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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)_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
0.5279
Per class
Build CPU time
4.7583
Build memory
130981162.6164
F measure
0.6683
Per class
Kappa
0.039
KB relative information score
-15.7318
Mean absolute error
0.3303
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6701
Per class
Predictive accuracy
0.6667
Prior entropy
0.7667
Recall
0.6667
Per class
Relative absolute error
0.9567
Root mean prior squared error
0.4143
Root mean squared error
0.5698
Root relative squared error
1.3751
SciMark benchmark
942.0692