Run
504200

Run 504200

Task 10083 (Learning Curve) pc4 Uploaded 30-12-2015 by Joaquin Vanschoren
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K5
weka.IBk(7)_W0
weka.IBk(7)_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
0.8379 ± 0.0475
Per class
F measure
0.8693 ± 0.0135
Per class
Kappa
0.3336 ± 0.0739
KB relative information score
23.4224 ± 10.8774
Mean absolute error
0.1504 ± 0.0094
Mean prior absolute error
0.2148 ± 0.0021
Number of instances
1458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8641 ± 0.0154
Per class
Predictive accuracy
0.8834 ± 0.0129
Prior entropy
0.5368
Recall
0.8834 ± 0.0129
Per class
Relative absolute error
0.7002 ± 0.0427
Root mean prior squared error
0.3274 ± 0.0032
Root mean squared error
0.2881 ± 0.0138
Root relative squared error
0.8801 ± 0.0401
SciMark benchmark
914.23
UserCPU time millis
620
UserCPU time millis testing
620