DEVELOPMENT... OpenML
Run
58790

Run 58790

Task 3500 (Supervised Classification) squash-unstored Uploaded 15-11-2014 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)_I20
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
0.8905
Per class
Build CPU time
0.9005
Build memory
618426382.6154
F measure
0.7795
Per class
Kappa
0.6176
KB relative information score
27.297
Mean absolute error
0.2046
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7781
Per class
Predictive accuracy
0.7885
Prior entropy
1.3486
Recall
0.7885
Per class
Relative absolute error
0.5352
Root mean prior squared error
0.4353
Root mean squared error
0.3278
Root relative squared error
0.753
SciMark benchmark
942.9616