Run
226067

Run 226067

Task 3797 (Supervised Classification) socmob Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.IB1(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
902.5213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
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
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.0213
UserCPU time millis
170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training