explain119.0ms (8.1%)

Memory

40.1MiB live, 132.0MiB allocated; 7ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
249	1	(43.44941417162585)	2	(11.603887092234773)	(-.f64 (log.f64 (+.f64 N #s(literal 1 binary64))) (log.f64 N))
0	0	-	0	-	N
0	0	-	0	-	(log.f64 N)
0	0	-	0	-	(+.f64 N #s(literal 1 binary64))
0	0	-	0	-	(log.f64 (+.f64 N #s(literal 1 binary64)))
0	0	-	0	-	#s(literal 1 binary64)

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
-.f64	(-.f64 (log.f64 (+.f64 N #s(literal 1 binary64))) (log.f64 N))	cancellation	248	3

Confusion

	Predicted +	Predicted -
+	247	2
-	1	6

Precision

0.9959677419354839

Recall

0.9919678714859438

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	247	1	1
-	1	2	4

Precision?

0.9880478087649402

Recall?

0.9959839357429718

Freqs

test

number	freq
0	8
1	248

Total Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	1	0	0
-	0	0	0

Precision?

1.0

Recall?

1.0

Samples

62.0ms	454×	1	valid
3.0ms	58×	0	valid

Compiler

Compiled 47 to 22 computations (53.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 48.0ms

ival-log: 14.0ms (29.3% of total)

ival-log1p: 14.0ms (29.3% of total)

adjust: 12.0ms (25.1% of total)

ival-sub: 4.0ms (8.4% of total)

ival-add: 2.0ms (4.2% of total)

ival-assert: 0.0ms (0% of total)

ival-true: 0.0ms (0% of total)

exact: 0.0ms (0% of total)