DEVELOPMENT... OpenML
Run
186546

Run 186546

Task 4518 (Supervised Classification) arsenic-female-lung 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
0.8873
Per class
F measure
0.9858
Per class
Kappa
0.7772
KB relative information score
2167.9896
Mean absolute error
0.0185
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9856
Per class
Predictive accuracy
0.9862
Prior entropy
0.222
Recall
0.9862
Per class
Relative absolute error
0.2752
Root mean prior squared error
0.1812
Root mean squared error
0.1084
Root relative squared error
0.5981
SciMark benchmark
1319.6463
UserCPU time millis
20
UserCPU time millis training
20