DEVELOPMENT... OpenML
Run
103824

Run 103824

Task 240 (Supervised Classification) lymph Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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.

21 Evaluation measures

Area under ROC curve
0.9717
Per class
Build CPU time
0.027
Build memory
983891352
F measure
0.9036
Per class
Kappa
0.8408
KB relative information score
29.7152
Mean absolute error
0.1361
Mean prior absolute error
0.2723
Number of instances
48
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9011
Per class
Predictive accuracy
0.9167
Prior entropy
1.2818
Recall
0.9167
Per class
Relative absolute error
0.4999
Root mean prior squared error
0.3701
Root mean squared error
0.2281
Root relative squared error
0.6163
SciMark benchmark
938.6628