DEVELOPMENT... OpenML
Run
186462

Run 186462

Task 4436 (Supervised Classification) visualizing_livestock 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
0.6792
Per class
F measure
0.7606
Per class
Kappa
0.1426
KB relative information score
-22.4893
Mean absolute error
0.2775
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7683
Per class
Predictive accuracy
0.8108
Prior entropy
0.7158
Recall
0.8108
Per class
Relative absolute error
0.8852
Root mean prior squared error
0.3941
Root mean squared error
0.3816
Root relative squared error
0.9681
SciMark benchmark
1307.4861
UserCPU time millis
10
UserCPU time millis training
10

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