DEVELOPMENT... OpenML
Run
186285

Run 186285

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 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
0.8177
Per class
F measure
0.7716
Per class
Kappa
0.35
KB relative information score
226.5091
Mean absolute error
0.275
Mean prior absolute error
0.375
Number of instances
970
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7755
Per class
Predictive accuracy
0.7938
Prior entropy
0.8153
Recall
0.7938
Per class
Relative absolute error
0.7334
Root mean prior squared error
0.4315
Root mean squared error
0.3698
Root relative squared error
0.8569
SciMark benchmark
1310.3951
UserCPU time millis
10
UserCPU time millis training
10