DEVELOPMENT... OpenML
Run
22130

Run 22130

Task 54 (Supervised Classification) hepatitis Uploaded 21-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I10
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

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
0.815
Per class
F measure
0.8009
Per class
Kappa
0.3627
KB relative information score
56.6058
Mean absolute error
0.1807
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
0.796
Per class
Predictive accuracy
0.8129
Prior entropy
0.7418
Recall
0.8129
Per class
Relative absolute error
0.5479
Root mean prior squared error
0.4048
Root mean squared error
0.4125
Root relative squared error
1.019
SciMark benchmark
889.4887[546.4412774630113947.1393488769784462.62037415494126910.53839766977511580.7043282001455]