DEVELOPMENT... OpenML
Run
186291

Run 186291

Task 4266 (Supervised Classification) profb 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
0.5479
Per class
F measure
0.5683
Per class
Kappa
0.0029
KB relative information score
-111.3264
Mean absolute error
0.4397
Mean prior absolute error
0.4446
Number of instances
6720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5572
Per class
Predictive accuracy
0.6183
Prior entropy
0.9188
Recall
0.6183
Per class
Relative absolute error
0.989
Root mean prior squared error
0.4714
Root mean squared error
0.4849
Root relative squared error
1.0286
SciMark benchmark
1327.8711
UserCPU time millis
190
UserCPU time millis testing
50
UserCPU time millis training
140