Run
57100

Run 57100

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

21 Evaluation measures

Area under ROC curve
0.7213 ± 0.0136
Per class
Build CPU time
0.001
Build memory
1062657545.88
F measure
0.7977 ± 0.0073
Per class
Kappa
0.4429 ± 0.0227
KB relative information score
0.3753 ± 0.0197
Mean absolute error
0.2018 ± 0.0064
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7972 ± 0.0082
Per class
Predictive accuracy
0.7981 ± 0.0065
Prior entropy
0.7938 ± 0.0002
Recall
0.7981 ± 0.0065
Per class
Relative absolute error
0.5542 ± 0.0175
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.4489 ± 0.0072
Root relative squared error
1.0521 ± 0.0169
SciMark benchmark
1652.2882