DEVELOPMENT... OpenML
Run
59583

Run 59583

Task 3608 (Supervised Classification) fri_c4_500_100 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)_I10
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
0.879
Per class
Build CPU time
31.4249
Build memory
69621068
F measure
0.7959
Per class
Kappa
0.5843
KB relative information score
241.648
Mean absolute error
0.2642
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7958
Per class
Predictive accuracy
0.796
Prior entropy
0.9875
Recall
0.796
Per class
Relative absolute error
0.5376
Root mean prior squared error
0.4956
Root mean squared error
0.3726
Root relative squared error
0.7518
SciMark benchmark
1212.2248