DEVELOPMENT... OpenML
Run
185493

Run 185493

Task 258 (Supervised Classification) optdigits Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9995
Per class
F measure
0.9822
Per class
Kappa
0.9802
KB relative information score
1666.1968
Mean absolute error
0.036
Mean prior absolute error
0.18
Number of instances
1854
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9822
Per class
Predictive accuracy
0.9822
Prior entropy
3.3218
Recall
0.9822
Per class
Relative absolute error
0.2002
Root mean prior squared error
0.3
Root mean squared error
0.0918
Root relative squared error
0.3059
SciMark benchmark
825.5282
UserCPU time millis
5200
UserCPU time millis testing
620
UserCPU time millis training
4580