DEVELOPMENT... OpenML
Run
58628

Run 58628

Task 3913 (Supervised Classification) kc2 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
0.8104
Per class
Build CPU time
8.5252
Build memory
705466568
F measure
0.8245
Per class
Kappa
0.4314
KB relative information score
141.2465
Mean absolute error
0.2152
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8228
Per class
Predictive accuracy
0.8372
Prior entropy
0.734
Recall
0.8372
Per class
Relative absolute error
0.6588
Root mean prior squared error
0.4037
Root mean squared error
0.3438
Root relative squared error
0.8517
SciMark benchmark
1035.3076