DEVELOPMENT... OpenML
Run
46235

Run 46235

Task 3849 (Supervised Classification) analcatdata_marketing Uploaded 31-10-2014 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)_I160
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
0.5447
Per class
Build CPU time
217.8609
Build memory
161914043.4725
F measure
0.5924
Per class
Kappa
0.0234
KB relative information score
-1.6779
Mean absolute error
0.4203
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5808
Per class
Predictive accuracy
0.6401
Prior entropy
0.901
Recall
0.6401
Per class
Relative absolute error
0.9715
Root mean prior squared error
0.4649
Root mean squared error
0.484
Root relative squared error
1.041
SciMark benchmark
942.5482