DEVELOPMENT... OpenML
Run
185769

Run 185769

Task 3532 (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
0.9708
Per class
F measure
0.7274
Per class
Kappa
0.6686
KB relative information score
140.5497
Mean absolute error
0.1512
Mean prior absolute error
0.2079
Number of instances
313
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8056
Per class
Predictive accuracy
0.738
Prior entropy
2.7783
Recall
0.738
Per class
Relative absolute error
0.7273
Root mean prior squared error
0.3222
Root mean squared error
0.2463
Root relative squared error
0.7645
SciMark benchmark
1336.2509
UserCPU time millis
4500
UserCPU time millis testing
100
UserCPU time millis training
4400