DEVELOPMENT... OpenML
Run
185459

Run 185459

Task 41 (Supervised Classification) soybean 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
0.9966
Per class
F measure
0.9398
Per class
Kappa
0.9342
KB relative information score
599.9368
Mean absolute error
0.0235
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9431
Per class
Predictive accuracy
0.94
Prior entropy
3.8572
Recall
0.94
Per class
Relative absolute error
0.2447
Root mean prior squared error
0.2191
Root mean squared error
0.0848
Root relative squared error
0.387
SciMark benchmark
1307.4861
UserCPU time millis
460
UserCPU time millis testing
100
UserCPU time millis training
360