DEVELOPMENT... OpenML
Run
186580

Run 186580

Task 4548 (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
0.9991
Per class
F measure
0.989
Per class
Kappa
0.9385
KB relative information score
45889.1956
Mean absolute error
0.0375
Mean prior absolute error
0.183
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9894
Per class
Predictive accuracy
0.9893
Prior entropy
0.4751
Recall
0.9893
Per class
Relative absolute error
0.205
Root mean prior squared error
0.3024
Root mean squared error
0.1008
Root relative squared error
0.3333
SciMark benchmark
1319.6463
UserCPU time millis
1870
UserCPU time millis testing
150
UserCPU time millis training
1720