Run
274514

Run 274514

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.ADTree(4)Freund, Y., Mason, L.: The alternating decision tree learning algorithm. In: Proceeding of the Sixteenth International Conference on Machine Learning, Bled, Slovenia, 124-133, 1999.
weka.ADTree(4)_B10
weka.ADTree(4)_E-3
weka.ADTree(4)_S1

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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
294.7289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6483
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
883.2709
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)