DEVELOPMENT... OpenML
Run
186348

Run 186348

Task 4321 (Supervised Classification) pm10 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
0.6666
Per class
F measure
0.6187
Per class
Kappa
0.238
KB relative information score
610.8027
Mean absolute error
0.4477
Mean prior absolute error
0.4999
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6199
Per class
Predictive accuracy
0.6196
Prior entropy
0.9998
Recall
0.6196
Per class
Relative absolute error
0.8956
Root mean prior squared error
0.4999
Root mean squared error
0.4794
Root relative squared error
0.9589
SciMark benchmark
825.5282
UserCPU time millis
220
UserCPU time millis testing
20
UserCPU time millis training
200