OpenML
14828

Run 14828

Task 1757 (Learning Curve) waveform-5000 Uploaded 03-06-2014 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
0.9476 ± 0.0055
Per class
F measure
0.8081 ± 0.0167
Per class
Kappa
0.712 ± 0.0251
KB relative information score
0.6467 ± 0.0139
Mean absolute error
0.1909 ± 0.0068
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.8085 ± 0.0164
Per class
Predictive accuracy
0.808 ± 0.0167
Prior entropy
1.5849 ± 0
Recall
0.808 ± 0.0167
Per class
Relative absolute error
0.4297 ± 0.0152
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2953 ± 0.0072
Root relative squared error
0.6265 ± 0.0152
SciMark benchmark
873.4395