DEVELOPMENT... OpenML
Run
10591

Run 10591

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

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K4
weka.IBk(1)_W0

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
0.7754
Per class
F measure
0.8094
Per class
Kappa
0.4085
KB relative information score
41.8061
Mean absolute error
0.2075
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
0.8067
Per class
Predictive accuracy
0.8129
Prior entropy
0.7418
Recall
0.8129
Per class
Relative absolute error
0.6291
Root mean prior squared error
0.4048
Root mean squared error
0.3667
Root relative squared error
0.9059
SciMark benchmark
945.3509[561.93317930202351013.919993711725485.1973770046736907.38665814554741758.3172656914378]