DEVELOPMENT... OpenML
Run
58588

Run 58588

Task 1796 (Supervised Classification) pendigits 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
1846.0757
Build memory
99664770.4
F measure
0.987
Per class
Kappa
0.9856
KB relative information score
54078.9729
Mean absolute error
0.0048
Mean prior absolute error
0.18
Number of instances
54960
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.987
Per class
Predictive accuracy
0.987
Prior entropy
3.3208
Recall
0.987
Per class
Relative absolute error
0.0269
Root mean prior squared error
0.3
Root mean squared error
0.0455
Root relative squared error
0.1517
SciMark benchmark
898.9472

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