DEVELOPMENT... OpenML
Run
48384

Run 48384

Task 85 (Learning Curve) nursery Uploaded 05-11-2014 by Jason
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  • curves 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.

19 Evaluation measures

Area under ROC curve
0.9997 ± 0.0002
Per class
Build CPU time
0.1571
Build memory
2864387196.1459
Kappa
0.9865 ± 0.004
KB relative information score
0.9275 ± 0.0038
Mean absolute error
0.0293 ± 0.0014
Mean prior absolute error
0.273 ± 0.0001
Number of instances
129600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.9908 ± 0.0027
Prior entropy
1.7165 ± 0.0037
Recall
0.9908 ± 0.0027
Per class
Relative absolute error
0.1071 ± 0.005
Root mean prior squared error
0.3695 ± 0.0001
Root mean squared error
0.0858 ± 0.0035
Root relative squared error
0.2323 ± 0.0094
SciMark benchmark
1729.8248