DEVELOPMENT... OpenML
Run
75014

Run 75014

Task 258 (Supervised Classification) optdigits Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9996
Per class
Build CPU time
19.547
Build memory
814876472
F measure
0.9806
Per class
Kappa
0.9784
KB relative information score
1646.142
Mean absolute error
0.0397
Mean prior absolute error
0.18
Number of instances
1854
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9808
Per class
Predictive accuracy
0.9806
Prior entropy
3.3218
Recall
0.9806
Per class
Relative absolute error
0.2207
Root mean prior squared error
0.3
Root mean squared error
0.0961
Root relative squared error
0.3205
SciMark benchmark
942.3187