Run
200997

Run 200997

Task 1922 (Supervised Classification) haberman Uploaded 27-02-2015 by Joaquin Vanschoren
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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
0.6308
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6923
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1789
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
181.1531
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3321
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3060
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6836
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7092
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7092
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8516
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4705
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0665
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
854.5188
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)