DEVELOPMENT... OpenML
Run
54301

Run 54301

Task 3899 (Supervised Classification) mozilla4 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
0.9784
Per class
Build CPU time
314.448
Build memory
660798669.6466
F measure
0.9488
Per class
Kappa
0.8823
KB relative information score
11971.5083
Mean absolute error
0.1157
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9515
Per class
Predictive accuracy
0.9497
Prior entropy
0.9135
Recall
0.9497
Per class
Relative absolute error
0.2622
Root mean prior squared error
0.4697
Root mean squared error
0.2072
Root relative squared error
0.4411
SciMark benchmark
943.6957