DEVELOPMENT... OpenML
Run
58490

Run 58490

Task 3840 (Supervised Classification) letter 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
0.9993
Per class
Build CPU time
1198.0762
Build memory
782387218.4
F measure
0.9974
Per class
Kappa
0.967
KB relative information score
16801.6095
Mean absolute error
0.0064
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9974
Per class
Predictive accuracy
0.9975
Prior entropy
0.2455
Recall
0.9975
Per class
Relative absolute error
0.0821
Root mean prior squared error
0.1975
Root mean squared error
0.0481
Root relative squared error
0.2437
SciMark benchmark
821.7292