Run
57118

Run 57118

Task 1705 (Learning Curve) letter 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
0.9995 ± 0.0002
Per class
Build CPU time
1.8012
Build memory
3273011705.8667
F measure
0.9645 ± 0.0047
Per class
Kappa
0.9631 ± 0.0049
KB relative information score
0.9231 ± 0.0031
Mean absolute error
0.0131 ± 0.0004
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9648 ± 0.0046
Per class
Predictive accuracy
0.9645 ± 0.0047
Prior entropy
4.6998 ± 0.0001
Recall
0.9645 ± 0.0047
Per class
Relative absolute error
0.1767 ± 0.0057
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.0622 ± 0.0015
Root relative squared error
0.3237 ± 0.0077
SciMark benchmark
1652.2882