DEVELOPMENT... OpenML
Run
48799

Run 48799

Task 4403 (Supervised Classification) bank32nh Uploaded 06-11-2014 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)_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
0.8834
Per class
Build CPU time
3151.138
Build memory
1006074714.0282
F measure
0.8077
Per class
Kappa
0.5431
KB relative information score
33295.1395
Mean absolute error
0.2542
Mean prior absolute error
0.4281
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8069
Per class
Predictive accuracy
0.8118
Prior entropy
0.8937
Recall
0.8118
Per class
Relative absolute error
0.5938
Root mean prior squared error
0.4627
Root mean squared error
0.3561
Root relative squared error
0.7696
SciMark benchmark
944.5105