DEVELOPMENT... OpenML
Run
57504

Run 57504

Task 55 (Supervised Classification) vote Uploaded 13-11-2014 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)_I40
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
0.9907
Per class
Build CPU time
7.7783
Build memory
95559461.9034
F measure
0.9633
Per class
Kappa
0.9228
KB relative information score
380.1639
Mean absolute error
0.0641
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9635
Per class
Predictive accuracy
0.9632
Prior entropy
0.9627
Recall
0.9632
Per class
Relative absolute error
0.1352
Root mean prior squared error
0.4869
Root mean squared error
0.176
Root relative squared error
0.3615
SciMark benchmark
938.259