Run
504422

Run 504422

Task 10050 (Learning Curve) gina_agnostic Uploaded 02-01-2016 by Joaquin Vanschoren
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Flow

weka.NBTree(6)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.9316 ± 0.0083
Per class
F measure
0.8826 ± 0.0131
Per class
Kappa
0.7652 ± 0.0261
KB relative information score
2623.666 ± 8.5592
Mean absolute error
0.1227 ± 0.0121
Mean prior absolute error
0.4999 ± 0
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8827 ± 0.0129
Per class
Predictive accuracy
0.8826 ± 0.0131
Prior entropy
0.9998
Recall
0.8826 ± 0.0131
Per class
Relative absolute error
0.2455 ± 0.0243
Root mean prior squared error
0.4999 ± 0
Root mean squared error
0.3288 ± 0.0175
Root relative squared error
0.6577 ± 0.035
SciMark benchmark
925.5951
UserCPU time millis
3145190
UserCPU time millis testing
720
UserCPU time millis training
3144470