Run
5754

Run 5754

Task 1727 (Learning Curve) optdigits Uploaded 06-05-2014 by Jan van Rijn
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.998 ± 0.0011
Per class
F measure
0.9679 ± 0.0033
Per class
Kappa
0.9644 ± 0.0037
KB relative information score
0.9037 ± 0.0055
Mean absolute error
0.0327 ± 0.002
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.968 ± 0.0033
Per class
Predictive accuracy
0.968 ± 0.0034
Prior entropy
3.3218 ± 0.0001
Recall
0.968 ± 0.0034
Per class
Relative absolute error
0.1816 ± 0.0112
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0982 ± 0.0034
Root relative squared error
0.3272 ± 0.0115
SciMark benchmark
871.337