DEVELOPMENT... OpenML
Run
185787

Run 185787

Task 3562 (Supervised Classification) lupus 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
0.7135
Per class
F measure
0.7187
Per class
Kappa
0.4098
KB relative information score
25.4365
Mean absolute error
0.3464
Mean prior absolute error
0.4813
Number of instances
87
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7206
Per class
Predictive accuracy
0.7241
Prior entropy
0.9735
Recall
0.7241
Per class
Relative absolute error
0.7197
Root mean prior squared error
0.4904
Root mean squared error
0.4646
Root relative squared error
0.9474
SciMark benchmark
1336.2509
UserCPU time millis
10
UserCPU time millis training
10