DEVELOPMENT... OpenML
Run
185485

Run 185485

Task 260 (Supervised Classification) page-blocks 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
0.9891
Per class
F measure
0.9726
Per class
Kappa
0.8498
KB relative information score
1336.5891
Mean absolute error
0.0171
Mean prior absolute error
0.0747
Number of instances
1806
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9726
Per class
Predictive accuracy
0.9729
Prior entropy
0.6391
Recall
0.9729
Per class
Relative absolute error
0.2282
Root mean prior squared error
0.1912
Root mean squared error
0.0939
Root relative squared error
0.4911
SciMark benchmark
1307.4861
UserCPU time millis
2060
UserCPU time millis testing
180
UserCPU time millis training
1880