DEVELOPMENT... OpenML
Run
46526

Run 46526

Task 3903 (Supervised Classification) pc3 Uploaded 03-11-2014 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
0.8505
Per class
Build CPU time
1135.9474
Build memory
201171403.9411
F measure
0.8808
Per class
Kappa
0.2586
KB relative information score
-486.3344
Mean absolute error
0.1848
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8781
Per class
Predictive accuracy
0.9015
Prior entropy
0.478
Recall
0.9015
Per class
Relative absolute error
1.0032
Root mean prior squared error
0.3031
Root mean squared error
0.2765
Root relative squared error
0.912
SciMark benchmark
942.7014