Run
5584

Run 5584

Task 1731 (Learning Curve) pendigits Uploaded 03-05-2014 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
0.9992 ± 0.0006
Per class
F measure
0.9871 ± 0.0037
Per class
Kappa
0.9856 ± 0.0041
KB relative information score
0.9689 ± 0.0033
Mean absolute error
0.011 ± 0.0009
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.9871 ± 0.0037
Per class
Predictive accuracy
0.9871 ± 0.0037
Prior entropy
3.3208 ± 0.0002
Recall
0.9871 ± 0.0037
Per class
Relative absolute error
0.0609 ± 0.0052
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0567 ± 0.0039
Root relative squared error
0.1891 ± 0.0129
SciMark benchmark
858.199