DEVELOPMENT... OpenML
Run
185811

Run 185811

Task 3581 (Supervised Classification) fri_c3_1000_25 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
0.9637
Per class
F measure
0.8858
Per class
Kappa
0.7681
KB relative information score
533.4557
Mean absolute error
0.2542
Mean prior absolute error
0.4935
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.886
Per class
Predictive accuracy
0.886
Prior entropy
0.9906
Recall
0.886
Per class
Relative absolute error
0.5151
Root mean prior squared error
0.4967
Root mean squared error
0.3069
Root relative squared error
0.6178
SciMark benchmark
1066.7184
UserCPU time millis
480
UserCPU time millis testing
60
UserCPU time millis training
420