DEVELOPMENT... OpenML
Run
53939

Run 53939

Task 3884 (Supervised Classification) page-blocks Uploaded 08-11-2014 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)_I80
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
0.9916
Per class
Build CPU time
581.7074
Build memory
3584089643.0959
F measure
0.9782
Per class
Kappa
0.8815
KB relative information score
4234.6236
Mean absolute error
0.034
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9782
Per class
Predictive accuracy
0.9783
Prior entropy
0.4768
Recall
0.9783
Per class
Relative absolute error
0.185
Root mean prior squared error
0.3031
Root mean squared error
0.1315
Root relative squared error
0.4338
SciMark benchmark
945.0883