DEVELOPMENT... OpenML
Run
46434

Run 46434

Task 3882 (Supervised Classification) pendigits Uploaded 01-11-2014 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)_I160
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
2286.7104
Build memory
184779511.6645
F measure
0.9988
Per class
Kappa
0.9937
KB relative information score
10704.7465
Mean absolute error
0.0044
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9988
Per class
Predictive accuracy
0.9988
Prior entropy
0.482
Recall
0.9988
Per class
Relative absolute error
0.0235
Root mean prior squared error
0.3054
Root mean squared error
0.0367
Root relative squared error
0.12
SciMark benchmark
936.9135