Run
57113

Run 57113

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.8749 ± 0.0077
Per class
Build CPU time
2.5788
Build memory
1466235418.44
F measure
0.8247 ± 0.0065
Per class
Kappa
0.5071 ± 0.019
KB relative information score
0.4008 ± 0.0159
Mean absolute error
0.2028 ± 0.0046
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.8225 ± 0.0067
Per class
Predictive accuracy
0.8295 ± 0.0061
Prior entropy
0.7938 ± 0.0002
Recall
0.8295 ± 0.0061
Per class
Relative absolute error
0.557 ± 0.0126
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3459 ± 0.0063
Root relative squared error
0.8108 ± 0.0149
SciMark benchmark
1910.4834