DEVELOPMENT... OpenML
Run
186486

Run 186486

Task 4386 (Supervised Classification) puma8NH 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
0.9072
Per class
F measure
0.8292
Per class
Kappa
0.6585
KB relative information score
44588.759
Mean absolute error
0.2406
Mean prior absolute error
0.5
Number of instances
81920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8296
Per class
Predictive accuracy
0.8293
Prior entropy
1
Recall
0.8293
Per class
Relative absolute error
0.4813
Root mean prior squared error
0.5
Root mean squared error
0.3491
Root relative squared error
0.6982
SciMark benchmark
1319.5177
UserCPU time millis
5560
UserCPU time millis testing
920
UserCPU time millis training
4640