DEVELOPMENT... OpenML
Run
202031

Run 202031

Task 4413 (Supervised Classification) house_8L 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
0.8536
Per class
F measure
0.8386
Per class
Kappa
0.6044
KB relative information score
119793.1678
Mean absolute error
0.1878
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.839
Per class
Predictive accuracy
0.843
Prior entropy
0.8764
Recall
0.843
Per class
Relative absolute error
0.4506
Root mean prior squared error
0.4565
Root mean squared error
0.3531
Root relative squared error
0.7736
SciMark benchmark
916.6405
UserCPU time millis
62340
UserCPU time millis testing
62340