DEVELOPMENT... OpenML
Run
185853

Run 185853

Task 3616 (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
0.668
Per class
F measure
0.6244
Per class
Kappa
0.2504
KB relative information score
61.3066
Mean absolute error
0.4479
Mean prior absolute error
0.4999
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.627
Per class
Predictive accuracy
0.626
Prior entropy
0.9998
Recall
0.626
Per class
Relative absolute error
0.8959
Root mean prior squared error
0.4999
Root mean squared error
0.4797
Root relative squared error
0.9596
SciMark benchmark
1318.1432
UserCPU time millis
210
UserCPU time millis testing
20
UserCPU time millis training
190