DEVELOPMENT... OpenML
Run
185970

Run 185970

Task 3746 (Supervised Classification) pollution 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
0.9021
Per class
F measure
0.8165
Per class
Kappa
0.6325
KB relative information score
26.0895
Mean absolute error
0.2995
Mean prior absolute error
0.4995
Number of instances
60
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8168
Per class
Predictive accuracy
0.8167
Prior entropy
0.9992
Recall
0.8167
Per class
Relative absolute error
0.5996
Root mean prior squared error
0.4997
Root mean squared error
0.3636
Root relative squared error
0.7277
SciMark benchmark
1327.8711
UserCPU time millis
10
UserCPU time millis training
10