DEVELOPMENT... OpenML
Run
185894

Run 185894

Task 3627 (Supervised Classification) cpu_act Uploaded 25-02-2015 by Jason
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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
0.9828
Per class
F measure
0.9376
Per class
Kappa
0.8512
KB relative information score
6253.7705
Mean absolute error
0.1041
Mean prior absolute error
0.4219
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9376
Per class
Predictive accuracy
0.938
Prior entropy
0.8842
Recall
0.938
Per class
Relative absolute error
0.2468
Root mean prior squared error
0.4593
Root mean squared error
0.2143
Root relative squared error
0.4667
SciMark benchmark
1336.2509
UserCPU time millis
4200
UserCPU time millis testing
490
UserCPU time millis training
3710