Run
57127

Run 57127

Task 1764 (Learning Curve) electricity 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
0.9793 ± 0.0014
Per class
Build CPU time
3.0256
Build memory
1208907134.84
F measure
0.9242 ± 0.0044
Per class
Kappa
0.8448 ± 0.0089
KB relative information score
0.739 ± 0.0059
Mean absolute error
0.1391 ± 0.0028
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9242 ± 0.0044
Per class
Predictive accuracy
0.9243 ± 0.0044
Prior entropy
0.9835 ± 0
Recall
0.9243 ± 0.0044
Per class
Relative absolute error
0.2846 ± 0.0058
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.2393 ± 0.0038
Root relative squared error
0.4842 ± 0.0076
SciMark benchmark
1910.4834