DEVELOPMENT... OpenML
Run
186212

Run 186212

Task 4001 (Supervised Classification) pc1_req 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
0.5779
Per class
F measure
0.6478
Per class
Kappa
0.187
KB relative information score
22.7552
Mean absolute error
0.4069
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6584
Per class
Predictive accuracy
0.6844
Prior entropy
0.9204
Recall
0.6844
Per class
Relative absolute error
0.9134
Root mean prior squared error
0.4718
Root mean squared error
0.4869
Root relative squared error
1.032
SciMark benchmark
1307.3269
UserCPU time millis
90
UserCPU time millis testing
20
UserCPU time millis training
70