DEVELOPMENT... OpenML
Run
51740

Run 51740

Task 262 (Supervised Classification) pendigits Uploaded 06-11-2014 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)_I80
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
0.9998
Per class
Build CPU time
7396.327
Build memory
3268559592
F measure
0.9879
Per class
Kappa
0.9865
KB relative information score
3575.4753
Mean absolute error
0.0044
Mean prior absolute error
0.18
Number of instances
3627
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9879
Per class
Predictive accuracy
0.9879
Prior entropy
3.3208
Recall
0.9879
Per class
Relative absolute error
0.0245
Root mean prior squared error
0.3
Root mean squared error
0.0416
Root relative squared error
0.1388
SciMark benchmark
943.3898

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