DEVELOPMENT... OpenML
Run
185545

Run 185545

Task 1790 (Supervised Classification) nursery Uploaded 25-02-2015 by Felicia West
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Flow

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

22 Evaluation measures

Area under ROC curve
0.9984
Per class
F measure
0.973
Per class
Kappa
0.9615
KB relative information score
58585.6272
Mean absolute error
0.0369
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9732
Per class
Predictive accuracy
0.9738
Prior entropy
1.7176
Recall
0.9738
Per class
Relative absolute error
0.1351
Root mean prior squared error
0.3695
Root mean squared error
0.1049
Root relative squared error
0.2839
SciMark benchmark
1316.0472
UserCPU time millis
1110
UserCPU time millis testing
320
UserCPU time millis training
790