Run
201452

Run 201452

Task 3708 (Supervised Classification) house_8L 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
0.8533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11987.4337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1876
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.5088
UserCPU time millis
82160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
82150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)