DEVELOPMENT... OpenML
Run
11464

Run 11464

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)_K12
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
0.8135
Per class
F measure
0.8093
Per class
Kappa
0.3925
KB relative information score
45.256
Mean absolute error
0.2122
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
0.8049
Per class
Predictive accuracy
0.8194
Prior entropy
0.7418
Recall
0.8194
Per class
Relative absolute error
0.6432
Root mean prior squared error
0.4048
Root mean squared error
0.3488
Root relative squared error
0.8617
SciMark benchmark
946.4223[558.69335417099721015.5230404536866483.23216931738307911.80521739130441762.8578651418343]