DEVELOPMENT... OpenML
Run
58714

Run 58714

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I20
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
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
0.5571
Per class
Build CPU time
6.5008
Build memory
241193897.1069
F measure
0.7265
Per class
Kappa
0.1363
KB relative information score
-29.7187
Mean absolute error
0.3598
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7182
Per class
Predictive accuracy
0.7673
Prior entropy
0.7667
Recall
0.7673
Per class
Relative absolute error
1.0421
Root mean prior squared error
0.4143
Root mean squared error
0.4328
Root relative squared error
1.0445
SciMark benchmark
1216.8013