DEVELOPMENT... OpenML
Run
201984

Run 201984

Task 4550 (Supervised Classification) heart-c Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.846
Per class
F measure
0.823
Per class
Kappa
0.6429
KB relative information score
1595.5153
Mean absolute error
0.2424
Mean prior absolute error
0.4961
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8229
Per class
Predictive accuracy
0.8231
Prior entropy
0.9943
Recall
0.8231
Per class
Relative absolute error
0.4887
Root mean prior squared error
0.498
Root mean squared error
0.3959
Root relative squared error
0.7949
SciMark benchmark
854.5188
UserCPU time millis
20
UserCPU time millis testing
20