DEVELOPMENT... OpenML
Run
185433

Run 185433

Task 10 (Supervised Classification) lymph 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
0.9368
Per class
F measure
0.8336
Per class
Kappa
0.6959
KB relative information score
79.9236
Mean absolute error
0.1389
Mean prior absolute error
0.2677
Number of instances
148
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.836
Per class
Predictive accuracy
0.8446
Prior entropy
1.2818
Recall
0.8446
Per class
Relative absolute error
0.5189
Root mean prior squared error
0.3639
Root mean squared error
0.2428
Root relative squared error
0.6671
SciMark benchmark
1315.0767
UserCPU time millis
20
UserCPU time millis training
20