DEVELOPMENT... OpenML
Run
11186

Run 11186

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I33
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8493
Per class
F measure
0.8284
Per class
Kappa
0.4506
KB relative information score
39.025
Mean absolute error
0.2283
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.826
Per class
Predictive accuracy
0.8387
Prior entropy
0.7418
Recall
0.8387
Per class
Relative absolute error
0.6921
Root mean prior squared error
0.4048
Root mean squared error
0.3402
Root relative squared error
0.8406
SciMark benchmark
919.333[569.2691585803854873.5063144579282483.449727694041912.12245438067161758.3172656914378]