DEVELOPMENT... OpenML
Run
58398

Run 58398

Task 3598 (Supervised Classification) fri_c0_250_50 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
0.8782
Per class
Build CPU time
17.929
Build memory
1128368285.6
F measure
0.7798
Per class
Kappa
0.5575
KB relative information score
115.4344
Mean absolute error
0.2798
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7798
Per class
Predictive accuracy
0.78
Prior entropy
0.9971
Recall
0.78
Per class
Relative absolute error
0.5618
Root mean prior squared error
0.499
Root mean squared error
0.3771
Root relative squared error
0.7557
SciMark benchmark
1212.2248