DEVELOPMENT... OpenML
Run
59286

Run 59286

Task 32 (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
0.9995
Per class
Build CPU time
3549.4864
Build memory
108940861.6739
F measure
0.9903
Per class
Kappa
0.9892
KB relative information score
10858.8256
Mean absolute error
0.0036
Mean prior absolute error
0.18
Number of instances
10992
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9903
Per class
Predictive accuracy
0.9903
Prior entropy
3.3208
Recall
0.9903
Per class
Relative absolute error
0.02
Root mean prior squared error
0.3
Root mean squared error
0.0396
Root relative squared error
0.1321
SciMark benchmark
885.2271