DEVELOPMENT... OpenML
Run
186279

Run 186279

Task 4237 (Supervised Classification) tr12.wc 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
0.9684
Per class
F measure
0.7369
Per class
Kappa
0.6827
KB relative information score
1407.9499
Mean absolute error
0.1516
Mean prior absolute error
0.2079
Number of instances
3130
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.801
Per class
Predictive accuracy
0.7479
Prior entropy
2.7783
Recall
0.7479
Per class
Relative absolute error
0.729
Root mean prior squared error
0.3222
Root mean squared error
0.2464
Root relative squared error
0.7648
SciMark benchmark
1327.8711
UserCPU time millis
4900
UserCPU time millis testing
160
UserCPU time millis training
4740